Training Example: Temso AI – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Marketing, SEO & Advertising Agencies
Generic Claims: we grow businesses, results that speak for themselves, your marketing partner, proven track record…
Red Flags: guaranteed rankings or specific position promises, case studies with no client names or metrics, proprietary tools that are rebranded free tools, results claims without timeframes or baselines…
Semantic Drift Patterns: homepage claims data-driven but case studies show no metrics, claims full-service but team is three people, homepage targets enterprise but case studies are local businesses, claims proprietary methodology but describes standard practices…
Proof Expectations: named client case studies with before-and-after metrics, specific revenue or traffic numbers achieved, verified vendor partnerships with tier levels, team member profiles with specific expertise and career history…

Temso AI

(https://www.temso.ai) 📸 Data Snapshot: September 2, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Grow your business with AI search | Temso AI (https://www.temso.ai)
Title

Grow your business with AI search | Temso AI

Meta

Get your brand mentioned and your website cited on ChatGPT, Perplexity, AI Overviews, AI Mode, Gemini, and Copilot.

H1 Make AI Searchyour next growth channel
H2 All you need towin customers in AI Search
H2 Exceptional results for every business
H2 Get started in minutes
H2 Know how AI talks about your brand
H2 What people say about Temso
H2 Real data from real user interfaces
H2 Unbeatable features availableon every plan
H2 FrequentlyAsked Questions
H2 Ready to win AI search?
H3 AI Search Analytics
H3 Content Marketing
H3 Website Audits
H3 Backlinks & Mentions
H3 Integrations
H3 Onboard your brand
H3 Find opportunities
H3 Execute actions
H3 Increase visibility
H3 Every location in any language
H3 Track any AI search engine
H3 Brand kit
H3 Unlimited seats for your team
H3 Unlimited projects
H3 Product
H3 Resources
H3 Company
H3 Legal
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Contact | Temso AI (https://temso.ai/contact/)
Title

Contact | Temso AI

Meta

Get in touch with Temso AI. Reach out to our sales or support team to learn how Temso helps your brand gain visibility across AI search engines.

H1 Get in touch with us
H2 Start your AI transformation today
H3 Support
H3 Sales
H3 Product
H3 Resources
H3 Company
H3 Legal
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER AI Visibility Tool & AI Search Analytics | Temso AI (https://temso.ai/ai-search-analytics/)
Title

AI Visibility Tool & AI Search Analytics | Temso AI

Meta

The easy AI visibility tool. Track your brand across ChatGPT, Gemini, Perplexity and Google AI Overviews. See where you stand and what to fix. Start free.

H1 Easy to useAI Search Analytics
H2 AI Search is the new growth channel
H2 Exceptionally capable, remarkably simple
H2 Join the brands already winning in AI search
H2 Set up Temso in a few minutes
H2 Exceptional results for every business
H2 Benchmarkingperformance in AI Search
H2 FrequentlyAsked Questions
H2 Ready to win AI search?
H3 AI Visibility Tracker
H3 Citation Analytics
H3 Prompt Intelligence
H3 Competition
H3 AI Bot Analytics
H3 Connect your Data
H3 Create your profile
H3 Pick your prompts
H3 Analyze performance
H3 Industry rankings
H3 Publisher directory
H3 Proprietary AI Search data
H3 Product
H3 Resources
H3 Company
H3 Legal
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER AI Content Marketing | Temso AI (https://temso.ai/content-marketing/)
Title

AI Content Marketing | Temso AI

Meta

Produce editorial-quality content built for AI search. Temso writes in your firm's voice, from your sources and standards, tuned to the questions your buyers ask AI.

H1 Editorial-quality content built for AI search.
H2 Leverage AI without risking your reputation
H2 Write content with Temso
H2 Join the brands already winning in AI search
H2 Set up Temso in a few minutes.
H2 Exceptional results for every business
H2 Benchmarkingperformance in AI Search
H2 FrequentlyAsked Questions
H2 Ready to win AI search?
H3 Content Gap Analysis
H3 Content Writer
H3 Content Optimizer
H3 Optimize your profiles
H3 Page Health
H3 Set your quality guardrails
H3 Get tailored briefs
H3 Create and optimize
H3 Publish and track
H3 Industry rankings
H3 Publisher directory
H3 Proprietary AI Search data
H3 Product
H3 Resources
H3 Company
H3 Legal
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Website Audits for AI Search | Temso AI (https://temso.ai/website-audits/)
Title

Website Audits for AI Search | Temso AI

Meta

Continuous website audits for AI search. Temso fixes technical and content issues and tracks which AI bots crawl your site, so every page stays citable.

H1 Your content performing at full potential
H2 Your analyticscan't see AI agents
H2 Get your website ready for AI agents
H2 From your logs to fixes in minutes.
H2 Join the brands already winning in AI search
H2 Exceptional results for every business
H2 Benchmarkingperformance in AI Search
H2 FrequentlyAsked Questions
H2 Ready to win AI search?
H3 They never show up in Google Analytics
H3 A broken page sends them to a competitor
H3 You can't prove your AEO work paid off
H3 The data is buried in your CDN logs
H3 Know when AI cites you
H3 Page Health
H3 Content Optimizer
H3 Integrations
H3 Error monitoring
H3 Connect your CDN logs
H3 Run your crawl
H3 See the issues
H3 Fix them
H3 Industry rankings
H3 Publisher directory
H3 Proprietary AI Search data
H3 Product
H3 Resources
H3 Company
H3 Legal
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Integrations & MCP | Temso AI (https://temso.ai/integrations/)
Title

Integrations & MCP | Temso AI

Meta

Connect Temso to Claude, ChatGPT, Cursor, and more with MCP. Query your AI search visibility, share of voice, sentiment, and competitor data without leaving your chat.

H1 Connect Temsoto your favorite tools
H2 Three waysto integrate
H2 How teams areintegrating Temso
H2 Frequently asked questions
H2 Bring Temso intoyour AI workflow
H3 MCP
H3 API
H3 Native integrations
H3 Build your own dashboards
H3 Publish straight to WordPress
H3 Check visibility without leaving chat
H3 Feed your data warehouse
H3 Catch citation bots in real time
H3 Turn Search Console into AI prompts
H3 Scout the competition on demand
H3 Get a prioritized action plan
H3 Draft content for the prompts you're missing
H3 Secure access
H3 Always in control
H3 Easy setup
H3 Product
H3 Resources
H3 Company
H3 Legal
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://www.temso.ai) Grow your business with AI search | Temso AI
Hero animation area
[H1] Make AI Searchyour next growth channel
Capture millions of customers discovering new products and brands through ChatGPT, Claude, AI Overviews, Gemini, Copilot, and more.Try for FreeG2 RatingsCase studies
[IMG: Aplano]
[IMG: KAISERBERG]
[IMG: The Unlimited]
[IMG: Haberle Logistik]
[IMG: Formel-Skin]
[IMG: Doctorflix]
[IMG: Sportech Academy]
[IMG: Sun Matters]
[IMG: Refunnel]
[IMG: Papora]
[IMG: Aplano]
[IMG: KAISERBERG]
[IMG: The Unlimited]
[IMG: Haberle Logistik]
[IMG: Formel-Skin]
[IMG: Doctorflix]
[IMG: Sportech Academy]
[IMG: Sun Matters]
[IMG: Refunnel]
[IMG: Papora]
[H2] All you need towin customers in AI Search
Track your AI visibility and take action to win more high-intent traffic.
[H3] AI Search Analytics
Track your AI visibility in every AI engine.
[IMG: Area chart of your AI visibility rising above competitors over time]
[H3] Content Marketing
Create content AI engines actually cite.
[IMG: Blog draft being written in the Temso editor]
[H3] Website Audits
Keep every page healthy, fast, and crawlable.
[IMG: Page health table showing technical and content scores per URL]
[H3] Backlinks & Mentions
Win mentions on the sites AI trusts.
[IMG: Table of citations, sources, and your cited pages]
[H3] Integrations
Connect anywhere with Temso's MCP and API.
[IMG: Grid of platforms Temso connects with through its MCP and API]
[H2] Exceptional results for every business
Scale your business with Temso. The proof is in our customers' success.Marketing teamsMarketing TeamsAgenciesAgencies
[IMG: Magnus von Koskull]
“Temso offers the best of both worlds. The tangible, actionable outputs of an enterprise-level tool without the painful, tedious setup or the prohibitive cost.”Magnus von KoskullHead of Marketing, DoctorflixView Temso for Marketing TeamsHow it works
[H2] Get started in minutes
Every action is tailored to your brand and backed by data.Temso gets to know your brand, your competitors, your goals, and works around the clock for you.
[H3] Onboard your brand
Temso gets to know your brand, your competitors, your goals, and works around the clock for you.
[H3] Find opportunities
Always watching and learning, the moment something changes or an opportunity appears, you’ll know about it.
[H3] Execute actions
Prioritizes and executes actions within guardrails you set, drafts the rest for your sign-off.
[H3] Increase visibility
Tracks every action and its impact, so you always know what's working without having to dig for it.Sentiment & perception
[H2] Know how AI talks about your brand
Catch negative mentions before they spreadSee which attributes AI associates with your brandTrack sentiment and positioning across every AI modelTemso tracks how AI talks about you, both the sentiment and the attributes behind it, so you catch negative shifts early and shape how your brand is positioned.Try for Free
[IMG: Know how AI talks about your brand]
Testimonials
[H2] What people say about Temso
[IMG: G2]
4.8Top rated on G2
[IMG: Photo of Simon Meyer]
“Temso's Agent worked through the data and gave us the insights and actions we needed to improve.”Simon MeyerManaging Director, Atlas
[IMG: Atlas]
Read case study
[IMG: Photo of Aileen Häberle]
“We finally understand how AI models talk about our sourcing services and where the gaps are. The agent gave us a clear picture and concrete steps to improve, that's exactly what we needed.”Aileen HäberleManaging Director, Kaiserberg
[IMG: Kaiserberg]
[IMG: Photo of Stella Hinderer]
“The Temso agent did in an afternoon what would have taken us weeks and the quality was better than anything we'd tried before. It's turned AEO into a real growth channel for us.”Stella HindererFounder, Sun Matters
[IMG: Sun Matters]
Read case study
[IMG: Photo of Roberto Guerra]
“I spent months stuck at 7% visibility with no idea why. Once I started using Temso's agent to reverse engineer what was working, I jumped to 36% in a matter of weeks.”Roberto GuerraFounder, RevenueHub
[IMG: RevenueHub]
Read case study
[IMG: Photo of Uri Martinich]
“Temso's agent does what used to take my team days: it analyzes, provides recommendations, and helps plan the entire campaign. My team can focus on what they do best, and that has become invaluable for our agency.”Uri MartinichFounder & CEO, ROI
[IMG: ROI]
Read case studyHow we collect data
[H2] Real data from real user interfaces
Temso collects real data from real user interfaces, not APIs, so you can truly monitor how AI search engines discover and represent your brand.
[IMG: OpenAI]
[IMG: perplexity]
[IMG: Claude]
[IMG: Grok]
[IMG: Gemini]
[IMG: AI Mode]
[IMG: Mistral AI]
[IMG: Copilot]
[H2] Unbeatable features availableon every plan
Track, analyze, and optimize your brand's presence across ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
[H3] Every location in any language
[IMG: World map with location pins across the countries Temso tracks]
[H3] Track any AI search engine
[IMG: Logos of the AI search engines and tools Temso tracks]
[H3] Brand kit
[IMG: Grid of app integrations available through Temso]
[H3] Unlimited seats for your team
[IMG: Overlapping avatars representing unlimited team members]
[H3] Unlimited projects
[IMG: List of tracked projects each showing an active status]
FAQ
[H2] FrequentlyAsked Questions
Do I need an in-house SEO or AEO expert to use Temso?No. Temso's agent does the strategic work; you bring the brand context.When you connect Temso, the agent learns your brand, your competitors, and your goals, then runs the AEO playbook for you: tracking visibility across ChatGPT, Gemini, Claude, and Google AI Overview, identifying which buyer prompts matter most for your category, and producing the content, outreach, and on-page work needed to move the needle.You stay in the loop where it counts (approving actions, setting guardrails). You don't need to know what passage ranking, prompt clustering, or citation graphs are. That's the agent's job.Lean marketing teams are exactly who we built this for. If you already have an SEO lead, Temso makes them faster. If you don't, you don't need to hire one.What if my brand has zero AI visibility today?That's the most common starting point, and it's the best time to act.AI search rankings are never locked in. Models re-rank on rolling windows, so the visibility leaderboard in your category is constantly up for grabs. Show up in the right answers consistently and you climb fast, no matter where you start from.Starting from zero is fine. Starting now is what matters.How is Temso different from Peec AI, Profound, and Semrush?Most tools in this space stop at the report. Temso is the only one that gives you a finished action plan and an agent that executes it.vs Peec AI: Peec gives you a clean visibility dashboard. Temso gives you the dashboard plus an agent that drafts content, runs outreach, and ships on-page optimizations within guardrails you set. See full comparisonvs Profound: Profound is built for enterprise budgets and large analytics teams. Temso runs the same engine for lean teams starting at $89 a month, with execution baked in. See full comparisonvs Semrush: Semrush is a traditional SEO suite that bolted AI features on top. Temso is AI-search native: multi-LLM coverage by default, agent-led execution, and pricing that doesn't assume you have a full marketing department. See full comparisonIf all you want is a dashboard, there are cheaper options. If you want the work done, Temso is the only one.How fast will I see results?You'll see signal in days. You'll see meaningful movement in weeks.5 minutes to connect Temso and run your first AI visibility scan.Day 1: a tailored action plan, ranked by impact and tied to real buyer prompts.Week 1: first agent-executed actions ready to publish.Weeks 2 to 6: measurable visibility lift, because AI engines re-crawl and re-rank on rolling windows.
[H2] Ready to win AI search?
See where you stand, where competitors are winning, and the actions to take. Free to start, cancel anytime.Start Free TrialRequest a demo→
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SUB-PAGE · THIN (https://temso.ai/contact/) Contact | Temso AI
Contact us
[H1] Get in touch with us
Our team will walk you through the platform, answer your questions, and show you exactly how Temso can help you gain visibility.
[H3] Support
support@temso.aiNeed help? Our support team is available 24/7 to assist with any issues.
[H3] Sales
sales@temso.aiInterested in Temso for your business? Reach out to discuss pricing and solutions.Contact us
[H2] Start your AI transformation today
Temso's state of the art platform guarantees brand visibility from day one.
501 chars
SUB-PAGE (https://temso.ai/ai-search-analytics/) AI Visibility Tool & AI Search Analytics | Temso AI
[H1] Easy to useAI Search Analytics
Temso is the easy-to-use AI visibility tool for tracking your brand across every major AI engine.Try For Free
[IMG: Temso AI Search Visibility dashboard showing visibility, source presence, brand rankings and breakdown]
G2 RatingsCase studies
[IMG: Aplano]
[IMG: KAISERBERG]
[IMG: The Unlimited]
[IMG: Haberle Logistik]
[IMG: Formel-Skin]
[IMG: Doctorflix]
[IMG: Sportech Academy]
[IMG: Sun Matters]
[IMG: Refunnel]
[IMG: Papora]
[IMG: Aplano]
[IMG: KAISERBERG]
[IMG: The Unlimited]
[IMG: Haberle Logistik]
[IMG: Formel-Skin]
[IMG: Doctorflix]
[IMG: Sportech Academy]
[IMG: Sun Matters]
[IMG: Refunnel]
[IMG: Papora]
The shift to AI search
[H2] AI Search is the new growth channel
Buyers aren't googling anymore and companies need an easy-to-use solution that connects AI search data with their website and search console.
[IMG: AI engines orbiting the Temso platform]
Why use Temso AI?
[H2] Exceptionally capable, remarkably simple
Powerful AI search visibility tools without complexity.
[H3] AI Visibility Tracker
See how often your brand appears in AI answers.
[IMG: Area chart of your AI visibility rising above competitors over time]
[H3] Citation Analytics
Know which pages drive AI visibility.
[IMG: Table of citations, sources, and your cited pages]
[H3] Prompt Intelligence
Track the most searched prompts.
[IMG: Prompt search box surfacing suggested buyer prompts by volume]
[H3] Competition
Benchmark your performance against competitors.
[IMG: Visibility, mentions, and rank metrics charted against competitors]
[H3] AI Bot Analytics
Real-time view of when AI bots read your pages.
[IMG: Live feed of AI bots crawling and citing your pages]
[H2] Join the brands already winning in AI search
See how ambitious teams use Temso to get cited, show up in buying moments, and manage what AI says about their brand.Read our case studiesRevenueHubHow RevenueHub grew AI Search visibility 5xPaporaHow Papora doubled their AI Search visibility in three monthsSun MattersHow Sun Matters turned a Shark Tank moment into AI visibilityGoodskyHow a mental health retreat got its leads backAtlasHow ATLAS is translating 115 years of brand equity to AI SearchDoctorflixHow Doctorflix Increased AI Visibility 20% with the Temso AgentHow it works
[H2] Set up Temso in a few minutes
[H3] Connect your Data
Your GSC and server or CDN logs in two clicks.
[H3] Create your profile
We analyze your brand, products, and positioning.
[H3] Pick your prompts
We help you find the right prompts to track.
[H3] Analyze performance
Daily monitoring across every major AI model.
[H2] Exceptional results for every business
Scale your business with Temso. The proof is in our customers' success.Marketing teamsMarketing TeamsAgenciesAgencies
[IMG: Magnus von Koskull]
“Temso offers the best of both worlds. The tangible, actionable outputs of an enterprise-level tool without the painful, tedious setup or the prohibitive cost.”Magnus von KoskullHead of Marketing, DoctorflixView Temso for Marketing Teams
[H2] Benchmarkingperformance in AI Search
Free proprietary research and data reports, so you can discover the publishers shaping AI search results in your industry and country.
[H3] Industry rankings
See which brands and publishers lead AI search in your industry.More
[H3] Publisher directory
Discover the publishers consistently driving authority in AI search.More
[H3] Proprietary AI Search data
Original research, benchmarks, and reports on AI search visibility, citations, and AEO performance.MoreFAQ
[H2] FrequentlyAsked Questions
Do I need analytics or technical experience to use Temso?No. Temso is built to be clear and powerful without complexity, training, or prior experience. Connecting your data takes two clicks, and the insights are written in plain language with the next action spelled out.You see where you stand, where competitors are winning, and exactly what to do next.Which AI engines and models does Temso track?Temso monitors how your brand appears across ChatGPT, Gemini, Claude, Perplexity, Copilot, Google AI Overviews, Google AI Mode, Grok and Claude.You get a single view of your visibility, citations, and prompt coverage across every major model, updated daily.How is AI search analytics different from my SEO or web analytics?Traditional analytics tracks blue links and clicks. AI search analytics tracks how AI models answer your buyers' questions, which pages they cite, and how often your brand shows up versus competitors.How quickly will I see data after connecting?Most accounts see their first visibility and citation data on day one, then daily monitoring keeps it current.You do not have to wait weeks to understand your position in AI search.What is an AI visibility tool?An AI visibility tool tracks how often and how favorably your brand appears in AI answers from engines like ChatGPT, Gemini, Perplexity and Google AI Overviews. It shows which prompts you appear in, which sources the models cite, and how you compare to competitors.What is the best AI visibility tool?The best AI visibility tool gives accurate data, covers every major AI engine, and tells you what to do next without needing an expert. Temso AI does daily monitoring across ChatGPT, Gemini, Claude, Perplexity, Copilot and Google AI Overviews, in plain language, with an agent that helps you act.How much does an AI visibility tool cost?Pricing ranges from free trackers to enterprise platforms costing thousands a month. Temso has a free trial and plans built to deliver enterprise-grade insight without enterprise pricing.AI visibility tool vs tracker vs checker?Same job, measuring your presence in AI answers. A checker is a one-off spot check; an AI visibility tool or tracker monitors continuously and benchmarks you against competitors. Temso does continuous tracking plus the actions to improve.
[H2] Ready to win AI search?
See where you stand, where competitors are winning, and the actions to take. Free to start, cancel anytime.Start Free TrialRequest a demo→
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SUB-PAGE (https://temso.ai/content-marketing/) AI Content Marketing | Temso AI
Hero visual
[H1] Editorial-quality content built for AI search.
Your firm's voice, sources, and standards tied to the questions your buyers ask AI.Try for Free
[IMG: Temso content workspace: a blog draft scored for AI visibility, content quality, and AI slop]
G2 RatingsCase studies
[IMG: Aplano]
[IMG: KAISERBERG]
[IMG: The Unlimited]
[IMG: Haberle Logistik]
[IMG: Formel-Skin]
[IMG: Doctorflix]
[IMG: Sportech Academy]
[IMG: Sun Matters]
[IMG: Refunnel]
[IMG: Papora]
[IMG: Aplano]
[IMG: KAISERBERG]
[IMG: The Unlimited]
[IMG: Haberle Logistik]
[IMG: Formel-Skin]
[IMG: Doctorflix]
[IMG: Sportech Academy]
[IMG: Sun Matters]
[IMG: Refunnel]
[IMG: Papora]
Branded knowledge base
[H2] Leverage AI without risking your reputation
Temso's content workflows include AI with the checks and balances that match your firm's excellence standards.Let Temso write for you
[H2] Write content with Temso
Produce high quality content that gets you leads in one workspace.
[H3] Content Gap Analysis
What to write next, based on buyer questions and competitor citations.
[IMG: Content gap analysis table ranking buyer prompts by volume and coverage]
[H3] Content Writer
Articles, briefs, FAQs, and multi-language drafts.
[IMG: Blog draft being written in the Temso editor]
[H3] Content Optimizer
Fix your existing content.
[IMG: Content quality score gauge]
[H3] Optimize your profiles
Optimize the profiles AI engines watch.
[IMG: Grid of third-party platform logos AI engines reference]
[H3] Page Health
Monitor page performance and health in one view.
[IMG: Page health table showing technical and content scores per URL]
[H2] Join the brands already winning in AI search
See how ambitious teams use Temso to get cited, show up in buying moments, and manage what AI says about their brand.Read our case studiesRevenueHubHow RevenueHub grew AI Search visibility 5xSun MattersHow Easybee Answering Services doubled their AI visibilityGoodskyHow a mental health retreat got its leads backPaporaHow Papora doubled their AI Search visibility in three monthsDoctorflixHow Doctorflix Increased AI Visibility 20% with the Temso AgentAtlasHow ATLAS is translating 115 years of brand equity to AI SearchHow it works
[H2] Set up Temso in a few minutes.
[H3] Set your quality guardrails
Your firm's voice, sources, and editorial standards.
[H3] Get tailored briefs
Temso surfaces what to write, refresh, or republish.
[H3] Create and optimize
Write new content or refresh existing pages.
[H3] Publish and track
Push live across every channel, then watch what earns citations.
[H2] Exceptional results for every business
Scale your business with Temso. The proof is in our customers' success.Marketing teamsMarketing TeamsAgenciesAgencies
[IMG: Magnus von Koskull]
“Temso offers the best of both worlds. The tangible, actionable outputs of an enterprise-level tool without the painful, tedious setup or the prohibitive cost.”Magnus von KoskullHead of Marketing, DoctorflixView Temso for Marketing Teams
[H2] Benchmarkingperformance in AI Search
Free proprietary research and data reports, so you can discover the publishers shaping AI search results in your industry and country.
[H3] Industry rankings
See which brands and publishers lead AI search in your industry.More
[H3] Publisher directory
Discover the publishers consistently driving authority in AI search.More
[H3] Proprietary AI Search data
Original research, benchmarks, and reports on AI search visibility, citations, and AEO performance.MoreFAQ
[H2] FrequentlyAsked Questions
Will AI-written content actually sound like my brand?Yes. Temso works from a branded knowledge base: your firm's voice, your approved sources, and your editorial standards. Drafts come out on brand instead of generic.You set those guardrails once and every brief and draft follows them. You stay in control, reviewing, editing, and approving before anything publishes.How does Temso decide what content to create?It starts with a content gap analysis. Temso maps the prompts your buyers actually run against AI models, compares them to what you already cover and what competitors get cited for, then turns the gaps into prioritized briefs.So you stop guessing at topics. You write what is most likely to earn citations and bring in high-intent traffic.Does AI-generated content actually get cited in AI answers?Yes, as long as it is accurate, authoritative, and genuinely answers the question. That is exactly what Temso optimizes for.Can Temso improve content I have already published?Yes. Alongside writing new content, Temso audits your existing pages, surfaces what to refresh or republish, and monitors page health in one view.
[H2] Ready to win AI search?
See where you stand, where competitors are winning, and the actions to take. Free to start, cancel anytime.Start Free TrialRequest a demo→
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SUB-PAGE (https://temso.ai/website-audits/) Website Audits for AI Search | Temso AI
Hero visual
[H1] Your content performing at full potential
Temso runs continuous audits across your website and shows you every AI agent that visits it.Try for Free
[IMG: Website audit dashboard: error rate, issues, and technical score, with bot-visit and citation-bot charts and a table of AI bots crawling the site]
G2 RatingsCase studies
[IMG: Aplano]
[IMG: KAISERBERG]
[IMG: The Unlimited]
[IMG: Haberle Logistik]
[IMG: Formel-Skin]
[IMG: Doctorflix]
[IMG: Sportech Academy]
[IMG: Sun Matters]
[IMG: Refunnel]
[IMG: Papora]
[IMG: Aplano]
[IMG: KAISERBERG]
[IMG: The Unlimited]
[IMG: Haberle Logistik]
[IMG: Formel-Skin]
[IMG: Doctorflix]
[IMG: Sportech Academy]
[IMG: Sun Matters]
[IMG: Refunnel]
[IMG: Papora]
Problem
[H2] Your analyticscan't see AI agents
Google Analytics only counts visitors that run its code. AI agents don't. So what they read, cite, or break on your site goes unrecorded.
[H3] They never show up in Google Analytics
ChatGPT, Claude, Perplexity and Gemini visit every day. None of them are counted.
[H3] A broken page sends them to a competitor
The agent hits the error and moves on. Your monitoring says the site is fine.
[H3] You can't prove your AEO work paid off
No data on which agents came back, or which pages they took answers from.
[H3] The data is buried in your CDN logs
Collecting, verifying and charting it yourself is weeks of engineering.Solution
[H2] Get your website ready for AI agents
Continuous audits and agent analytics that keep your pages fast, healthy, and ready for AI agents.
[H3] Know when AI cites you
Track the AI crawlers and citation bots visiting your site.
[IMG: Stacked bar chart of AI bot visits over time]
[H3] Page Health
Monitor page performance and health in one view.
[IMG: Page health table showing technical and content scores and fix actions per URL]
[H3] Content Optimizer
Fix your existing content.
[IMG: Content quality score gauge]
[H3] Integrations
Connect Google Search Console and Bing Webmaster tools.
[IMG: Google Search Console and Bing Webmaster Tools logos]
[H3] Error monitoring
Catch and fix broken pages before AI agents do.
[IMG: Error report showing error rate, error and page counts, and a table of error pages to fix]
How it works
[H2] From your logs to fixes in minutes.
[H3] Connect your CDN logs
See every AI bot and crawler hitting your site, straight from your CDN.
[H3] Run your crawl
Temso scores the technical health and content of every page.
[H3] See the issues
Get a prioritized list of what's broken, slow, or blocking crawlers.
[H3] Fix them
Our agent fixes what it can and hands your team a clear plan for the rest.
[H2] Join the brands already winning in AI search
See how ambitious teams use Temso to get cited, show up in buying moments, and manage what AI says about their brand.Read our case studiesRevenueHubHow RevenueHub grew AI Search visibility 5xSun MattersHow Easybee Answering Services doubled their AI visibilityGoodskyHow a mental health retreat got its leads backPaporaHow Papora doubled their AI Search visibility in three monthsDoctorflixHow Doctorflix Increased AI Visibility 20% with the Temso AgentAtlasHow ATLAS is translating 115 years of brand equity to AI Search
[H2] Exceptional results for every business
Scale your business with Temso. The proof is in our customers' success.Marketing teamsMarketing TeamsAgenciesAgencies
[IMG: Magnus von Koskull]
“Temso offers the best of both worlds. The tangible, actionable outputs of an enterprise-level tool without the painful, tedious setup or the prohibitive cost.”Magnus von KoskullHead of Marketing, DoctorflixView Temso for Marketing Teams
[H2] Benchmarkingperformance in AI Search
Free proprietary research and data reports, so you can discover the publishers shaping AI search results in your industry and country.
[H3] Industry rankings
See which brands and publishers lead AI search in your industry.More
[H3] Publisher directory
Discover the publishers consistently driving authority in AI search.More
[H3] Proprietary AI Search data
Original research, benchmarks, and reports on AI search visibility, citations, and AEO performance.MoreFAQ
[H2] FrequentlyAsked Questions
What does Temso audit?Temso checks the technical and content health of every page: speed, crawlability, broken links, structured data, and how well each page answers what buyers ask AI. It also tracks which AI bots crawl your site, so you know what is actually being seen.Why connect my CDN logs?Your CDN logs are the ground truth for which bots hit your site and when. Connecting them lets Temso show real AI crawler activity from ChatGPT, Claude, Gemini, and more, instead of estimates, so you can tell whether your pages are being crawled and cited.Do I need to be technical?No. Connecting your CDN and running a crawl takes a few clicks, and Temso turns the findings into plain-language fixes and recommendations anyone on your team can act on. The agent handles the technical work for you.Which bots does Temso track?Any bot that hits your site. Because Temso reads your CDN logs, it captures every crawler that visits, then groups them by purpose (AI training, search index, citation) and highlights the ones that matter for AI search, like GPTBot, ClaudeBot, Gemini, and Bingbot.Is this different from a traditional SEO audit?Yes. Traditional audits optimize for blue-link rankings. Temso audits your site for AI search, making sure agents can crawl, understand, and cite your pages, and pairs technical checks with content quality, since both decide whether you show up in AI answers.
[H2] Ready to win AI search?
See where you stand, where competitors are winning, and the actions to take. Free to start, cancel anytime.Start Free TrialRequest a demo→
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SUB-PAGE (https://temso.ai/integrations/) Integrations & MCP | Temso AI
Integrations
[H1] Connect Temsoto your favorite tools
Temso fits right into the tools you already love, so your AI search data goes wherever you work.Try for free
[IMG: Temso]
[H2] Three waysto integrate
[H3] MCP
Ask your AI search data in plain language, right inside Claude, ChatGPT, and other AI tools.
[H3] API
Bring your visibility, share of voice, and competitor data into any workflow or product you build.
[H3] Native integrations
Connect to the tools you already use, including Google Search Console, WordPress, Zapier, and n8n.
[H2] How teams areintegrating Temso
Real ways teams connect Temso to the tools they already use, through MCP, our API, and native integrations.
[IMG: Brand visibility charts over time and by AI model]
API
[H3] Build your own dashboards
Pull share of voice, sentiment, and competitor data into your BI tool or internal dashboard.
[IMG: Publishing Temso results with one click]
Native
[H3] Publish straight to WordPress
Turn Temso's on-page recommendations into ready-to-publish WordPress posts, no copy and paste.
[IMG: Temso MCP tools fetching brand data inside an AI chat]
MCP
[H3] Check visibility without leaving chat
See your share of voice across ChatGPT, Gemini, and Perplexity just by asking inside Claude or ChatGPT.
[IMG: API keys connecting BigQuery and Snowflake integrations]
API
[H3] Feed your data warehouse
Stream cited pages and source domains into BigQuery or Snowflake to join with the rest of your data.
[IMG: Site audit with AI citation bot visits over the last 30 days]
Native
[H3] Catch citation bots in real time
Know the moment ChatGPT, Claude, and Perplexity crawl your pages, tracked live through your CDN.
[IMG: Connected Google Search Console with a generate prompts action]
Native
[H3] Turn Search Console into AI prompts
Connect Google Search Console so Temso spots high-intent prompts from the searches you already rank for.
[IMG: Competitor analysis table with share of voice and visibility]
MCP
[H3] Scout the competition on demand
Ask where a competitor is beating you and compare across engines on the spot.
[IMG: Action plan with tasks marked done]
MCP
[H3] Get a prioritized action plan
Ask your assistant to rank your biggest visibility gaps and hand back a ready-to-run to-do list.
[IMG: AI-generated blog draft with word count and score]
MCP
[H3] Draft content for the prompts you're missing
Ask your assistant to write pages aimed at the prompts where you don't show up, using your live data.
[H3] Secure access
Temso connects over an encrypted link and only ever sees data you already have access to.
[H3] Always in control
You decide what Temso can see and do, and sensitive actions always wait for your approval.
[H3] Easy setup
Connect in a couple of clicks with no code, and disconnect anytime you want.FAQ
[H2] Frequently asked questions
What is MCP?MCP (Model Context Protocol) is an open standard that lets AI tools like Claude and ChatGPT securely connect to external data sources. Temso's MCP server lets your assistant read your AI search visibility data on demand.Which AI tools work with Temso?Any MCP-capable client, including Claude, ChatGPT, and Cursor. As more tools adopt MCP, Temso will work with them too.Do I need to be technical to set it up?No. If your AI tool supports MCP connectors, setup is a couple of clicks: add the Temso connector and sign in.Does Temso have an API?Yes. The Temso API gives you programmatic access to your visibility, share of voice, sentiment, and competitor data, so you can bring it into any workflow or product you build.What can I build with the API?Anything from custom dashboards and internal reports to alerts and automations. Teams commonly use it to pull Temso data into their BI tools or push it to a data warehouse like BigQuery or Snowflake.Do the integrations cost extra?No. MCP, the API, and native integrations are included in your plan, subject to your plan's usage limits.Is my data safe?Yes. Every connection is scoped to your Temso account permissions, and you can disconnect any tool at any time.Still have questions?Talk to usGet started
[H2] Bring Temso intoyour AI workflow
Connect Temso to the AI tools you already use and start asking better questions today.Try for free
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🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
115Review mentions (all pages)
10External proof links (all pages)
PageReviewsProof links
/ (home) 29 2
/contact/ 3 1
/ai-search-analytics/ 25 2
/content-marketing/ 27 2
/website-audits/ 25 2
/integrations/ 6 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
[
    {
        "@context": "https://schema.org",
        "@type": "Organization",
        "name": "Temso AI",
        "url": "https://www.temso.ai",
        "logo": "/uploads/logo-no-text.svg"
    },
    {
        "@context": "https://schema.org",
        "@type": "WebSite",
        "name": "Temso AI",
        "url": "https://www.temso.ai"
    },
    {
        "@context": "https://schema.org",
        "@type": "FAQPage",
        "mainEntity": [
            {
                "@type": "Question",
                "name": "Do I need an in-house SEO or AEO expert to use Temso?",
                "acceptedAnswer": {
                    "@type": "Answer",
                    "text": "<p>No. Temso's agent does the strategic work; you bring the brand context.</p><p>When you connect Temso, the agent learns your brand, your competitors, and your goals, then runs the AEO playbook for you: tracking visibility across ChatGPT, Gemini, Claude, and Google AI Overview, identifying which buyer prompts matter most for your category, and producing the content, outreach, and on-page work needed to move the needle.</p><p>You stay in the loop where it counts (approving actions, setting guardrails). You don't need to know what passage ranking, prompt clustering, or citation graphs are. That's the agent's job.</p><p>Lean marketing teams are exactly who we built this for. If you already have an SEO lead, Temso makes them faster. If you don't, you don't need to hire one.</p>"
                }
            },
            {
                "@type": "Question",
                "name": "What if my brand has zero AI visibility today?",
                "acceptedAnswer": {
                    "@type": "Answer",
                    "text": "<p>That's the most common starting point, and it's the best time to act.</p><p>AI search rankings are never locked in. Models re-rank on rolling windows, so the visibility leaderboard in your category is constantly up for grabs. Show up in the right answers consistently and you climb fast, no matter where you start from.</p><p>Starting from zero is fine. Starting now is what matters.</p>"
                }
            },
            {
                "@type": "Question",
                "name": "How is Temso different from Peec AI, Profound, and Semrush?",
                "acceptedAnswer": {
                    "@type": "Answer",
                    "text": "<p>Most tools in this space stop at the report. Temso is the only one that gives you a finished action plan and an agent that executes it.</p><ul><li><strong>vs Peec AI:</strong> Peec gives you a clean visibility dashboard. Temso gives you the dashboard plus an agent that drafts content, runs outreach, and ships on-page optimizations within guardrails you set. <a href=\"/temso-ai-vs-peec-ai\">See full comparison</a></li><li><strong>vs Profound:</strong> Profound is built for enterprise budgets and large analytics teams. Temso runs the same engine for lean teams starting at $89 a month, with execution baked in. <a href=\"/temso-ai-vs-profound\">See full comparison</a></li><li><strong>vs Semrush:</strong> Semrush is a traditional SEO suite that bolted AI features on top. Temso is AI-search native: multi-LLM coverage by default, agent-led execution, and pricing that doesn't assume you have a full marketing department. <a href=\"/temso-ai-vs-semrush\">See full comparison</a></li></ul><p>If all you want is a dashboard, there are cheaper options. If you want the work done, Temso is the only one.</p>"
                }
            },
            {
                "@type": "Question",
                "name": "How fast will I see results?",
                "acceptedAnswer": {
                    "@type": "Answer",
                    "text": "<p>You'll see signal in days. You'll see meaningful movement in weeks.</p><ul><li><strong>5 minutes</strong> to connect Temso and run your first AI visibility scan.</li><li><strong>Day 1:</strong> a tailored action plan, ranked by impact and tied to real buyer prompts.</li><li><strong>Week 1:</strong> first agent-executed actions ready to publish.</li><li><strong>Weeks 2 to 6:</strong> measurable visibility lift, because AI engines re-crawl and re-rank on rolling windows.</li></ul>"
                }
            }
        ]
    }
]
/contact/
[
    {
        "@context": "https://schema.org",
        "@type": "Organization",
        "name": "Temso AI",
        "url": "https://www.temso.ai",
        "logo": "/uploads/logo-no-text.svg"
    },
    {
        "@context": "https://schema.org",
        "@type": "WebSite",
        "name": "Temso AI",
        "url": "https://www.temso.ai"
    }
]
/ai-search-analytics/
[
    {
        "@context": "https://schema.org",
        "@type": "Organization",
        "name": "Temso AI",
        "url": "https://www.temso.ai",
        "logo": "/uploads/logo-no-text.svg"
    },
    {
        "@context": "https://schema.org",
        "@type": "WebSite",
        "name": "Temso AI",
        "url": "https://www.temso.ai"
    }
]
/content-marketing/
[
    {
        "@context": "https://schema.org",
        "@type": "Organization",
        "name": "Temso AI",
        "url": "https://www.temso.ai",
        "logo": "/uploads/logo-no-text.svg"
    },
    {
        "@context": "https://schema.org",
        "@type": "WebSite",
        "name": "Temso AI",
        "url": "https://www.temso.ai"
    }
]
/website-audits/
[
    {
        "@context": "https://schema.org",
        "@type": "Organization",
        "name": "Temso AI",
        "url": "https://www.temso.ai",
        "logo": "/uploads/logo-no-text.svg"
    },
    {
        "@context": "https://schema.org",
        "@type": "WebSite",
        "name": "Temso AI",
        "url": "https://www.temso.ai"
    },
    {
        "@context": "https://schema.org",
        "@type": "FAQPage",
        "mainEntity": [
            {
                "@type": "Question",
                "name": "What does Temso audit?",
                "acceptedAnswer": {
                    "@type": "Answer",
                    "text": "<p>Temso checks the technical and content health of every page: speed, crawlability, broken links, structured data, and how well each page answers what buyers ask AI. It also tracks which AI bots crawl your site, so you know what is actually being seen.</p>"
                }
            },
            {
                "@type": "Question",
                "name": "Why connect my CDN logs?",
                "acceptedAnswer": {
                    "@type": "Answer",
                    "text": "<p>Your CDN logs are the ground truth for which bots hit your site and when. Connecting them lets Temso show real AI crawler activity from ChatGPT, Claude, Gemini, and more, instead of estimates, so you can tell whether your pages are being crawled and cited.</p>"
                }
            },
            {
                "@type": "Question",
                "name": "Do I need to be technical?",
                "acceptedAnswer": {
                    "@type": "Answer",
                    "text": "<p>No. Connecting your CDN and running a crawl takes a few clicks, and Temso turns the findings into plain-language fixes and recommendations anyone on your team can act on. The agent handles the technical work for you.</p>"
                }
            },
            {
                "@type": "Question",
                "name": "Which bots does Temso track?",
                "acceptedAnswer": {
                    "@type": "Answer",
                    "text": "<p>Any bot that hits your site. Because Temso reads your CDN logs, it captures every crawler that visits, then groups them by purpose (AI training, search index, citation) and highlights the ones that matter for AI search, like GPTBot, ClaudeBot, Gemini, and Bingbot.</p>"
                }
            },
            {
                "@type": "Question",
                "name": "Is this different from a traditional SEO audit?",
                "acceptedAnswer": {
                    "@type": "Answer",
                    "text": "<p>Yes. Traditional audits optimize for blue-link rankings. Temso audits your site for AI search, making sure agents can crawl, understand, and cite your pages, and pairs technical checks with content quality, since both decide whether you show up in AI answers.</p>"
                }
            }
        ]
    }
]
/integrations/
[
    {
        "@context": "https://schema.org",
        "@type": "Organization",
        "name": "Temso AI",
        "url": "https://www.temso.ai",
        "logo": "/uploads/logo-no-text.svg"
    },
    {
        "@context": "https://schema.org",
        "@type": "WebSite",
        "name": "Temso AI",
        "url": "https://www.temso.ai"
    }
]

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Marketing, SEO & Advertising Agencies
45 Avg BS

Based on 1875 businesses audited.

BS Detector

Marketing, SEO & Advertising Agencies BS: Temso AI (www.temso.ai)

https://www.temso.ai 📍 Industry: Marketing, SEO & Advertising Agencies
13 BS / 100

Temso AI is a high-substance technical product that avoids the typical vaporware traps of the AI marketing industry. It substantiates its ‘AEO’ claims with infrastructure-level details like CDN log crawling and MCP servers, making it more of a legitimate software tool than a generic service agency.

Info Density Power-words vs. Substance ratio.
3
10% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
2
10% BS
Commodity Fingerprint Detection of industry clichés/templates.
3
20% BS
Identity & Authority Expert verifiability & Schema depth.
4
27% BS

Integrate Person schema with sameAs links for all named founders and managing directors mentioned in testimonials. Add a technical ‘How it Works’ section that explains the proprietary AEO playbook in more detail to justify the ‘Proprietary AI Search data’ claim. Replace generic H2 headings like ‘Exceptional results for every business’ with more descriptive, noun-heavy alternatives. Link the ‘G2 Ratings’ text directly to the third-party G2 profile to eliminate any trust theatre flags.

Temso AI perfectly fits the Marketing, SEO, and Advertising Agency category, specifically occupying the emerging niche of Answer Engine Optimization (AEO). The content consistently reinforces this by focusing on AI visibility across LLMs like ChatGPT and Perplexity rather than traditional blue-link SERPs.

“The low BS score of 13 is driven by exceptional semantic coherence and high proof density. The primary contributors to the score were minor industry clichés in the commodity fingerprint (3 pts) and a lack of Person-level schema in the authority gaps (4 pts). The site is categorized as Minimal BS.”

Verified Analysis Date: September 2, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation