Training Example: AdRoast – 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…

AdRoast

(https://adroast.ai) 📸 Data Snapshot: June 21, 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 AdRoast — Generate ads, roasted before you spend (https://adroast.ai)
Title

AdRoast — Generate ads, roasted before you spend

Meta

Generate high-converting image and video ads from 1,000+ presets — no prompting needed. Then we roast every ad, scored on $25B of real ad spend, so you know it performs before launch. Replace your $3,000 agency for $29/mo.

H1 Generate scroll-stopping ads.No agency. No prompting.
H2 Create, roast, edit, repeat — until it's ready to launch
H2 Your agency costs $3,000 a month. AdRoast costs $29.
H2 You don't need to know how to prompt
H2 Not just e-commerce. Built for local businesses too.
H2 1,000+ presets for every niche
H2 We roast your ads based on $25,000,000,000 spent on ads
H2 Replace your agency for less than a coffee a day
H2 FAQ
H3 You create the ad
H3 We roast it
H3 Edit it with AI
H3 We roast it again
H3 Local business owners
H3 Service & clinics
H3 E-commerce brands
H3 What is AdRoast?
H3 Do I need to know how to prompt?
H3 Is this only for e-commerce?
H3 How does the roasting work?
H3 Can I edit my ads?
H3 Can I start for free?
HEADER_HEADING_REPEATED_BODY_FOOTER Sign up — AdRoast (https://adroast.ai/signup/)
Title

Sign up — AdRoast

Meta

Generate high-converting image and video ads from 1,000+ presets — no prompting needed. Then we roast every ad, scored on $25B of real ad spend, so you know it performs before launch. Replace your $3,000 agency for $29/mo.

NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Presets — AdRoast (https://adroast.ai/presets/)
Title

Presets — AdRoast

Meta

Browse curated image and video ad presets. Recreate proven looks on your product and ship ads that convert.

H1 Your ads do not need to be boring
H2 Ready to make ads that convert?
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Pricing — AdRoast (https://adroast.ai/pricing/)
Title

Pricing — AdRoast

Meta

Workspace-based AdRoast pricing with monthly creative credits on Creator, Pro, Studio, and Agency plans.

H2 Subscription plans with creative credits.
H2 Supercharge your Meta workflow with AdRoast
H3 Usage
H3 Creation tools
H3 Presets
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://adroast.ai) AdRoast — Generate ads, roasted before you spend
Your $3,000/mo agency, replaced for $29
[H1] Generate scroll-stopping ads.No agency. No prompting.
Turn one product photo into scroll-stopping image and video ads with 1,000+ ready-made presets — with new image and video looks added every day. Pick a style, drop in your product, and launch in minutes.Generate my first ad freeBrowse 1,000+ presets1,000+ presetsNew presets dailyImage & video adsNo promptingLifestyleFresh FadeStudio GlowArtisanLifestyleFresh FadeStudio GlowArtisanIn BloomStreetwearGradient PopBright ClinicIn BloomStreetwearGradient PopBright ClinicBold EnergyCalm StudioLifestyleFresh FadeBold EnergyCalm StudioLifestyleFresh Fade0%Ad generatedFrom 1 photoPick a preset · No promptingThe loop
[H2] Create, roast, edit, repeat — until it's ready to launch
You're never stuck with a weak ad. Edit it with AI and we'll roast it again, as many times as it takes.01
[H3] You create the ad
Pick a preset, add your product, and generate ad concepts in seconds.02
[H3] We roast it
Every ad gets a score, a verdict, and the exact weaknesses holding it back.03
[H3] Edit it with AI
Remove a distraction, swap the background, add a headline, retouch the product — just describe it.04
[H3] We roast it again
Re-score after every edit and keep improving until the ad is ready to launch.
[IMG: Ad before editing]
BurnedRoast score38/100Cluttered background, weak hook, no clear offer.
[IMG: Ad after AI editing]
KillerRoast score92/100Clean studio look, strong headline, clear product focus.AI edit: removed clutter, swapped to a clean studio background, added a headlineTry the create-roast-edit loopThe math
[H2] Your agency costs $3,000 a month. AdRoast costs $29.
Same creative output, scored before you spend — without the retainer, the wait, or the endless revision emails.Creative agency$3,000/mo$3,000+ per month, locked in a retainer3–5 day turnaround for one revisionA handful of concepts, then you waitNo idea if the ad will actually performRe-brief, re-explain, re-pay for every changeAdRoast$29/mo$29 per month, cancel anytimeNew ads in under a minute, on demand1,000+ presets — pick a style, not a promptEvery ad roasted and scored before launchEdit with AI and re-roast as many times as you wantWhat a year of creative actually costsAgency retainer$36,000/yrAdRoast$348/yrLess than 1% of a typical agency retainerSave $35,652 this yearNo prompting required
[H2] You don't need to know how to prompt
Most people have no idea what a "prompt" even is — and you shouldn't have to. Instead of wrestling with words, choose from 1,000+ ready-made image and video presets. Pick the look you love, drop in your product, and get an ad that's designed to convert.1,000+ curated presets across every nicheNew image and video presets added dailyImage ads and short-form video adsZero design or prompting skills neededExplore the preset libraryLifestyleVideoStreetwearVideoFresh FadeVideoArtisanVideoBold EnergyVideoIn BloomVideoWho it's for
[H2] Not just e-commerce. Built for local businesses too.
You don't need an in-house team or any AI experience. If you sell something, AdRoast can make and roast your ads.
[H3] Local business owners
Cafes, gyms, salons, barbers, restaurants — get pro-level image and video ads even if you've never touched an AI tool before.CafesGymsBarbersSalons
[H3] Service & clinics
Dentists, contractors, florists, freelancers and agencies can launch trustworthy, on-brand ads in minutes.DentalHome servicesFreelancers
[IMG: E-commerce brands ad example]
[H3] E-commerce brands
Spin up scroll-stopping product ads for every SKU, drop, and seasonal push — without booking a photoshoot.SkincareApparelSupplements
[H2] 1,000+ presets for every niche
Curated looks for image and video — with new presets added every day. Pick a style, not a prompt.View all presetsRoasts you can trust$0
[H2] We roast your ads based on $25,000,000,000 spent on ads
Our scoring is trained on more than twenty-five billion dollars of real ad spend across thousands of ad accounts and niches — so every roast reflects what actually performs, not guesswork.Thousands of ad accountsEvery major nicheMeta-ready formats“We catch weak hooks before they hit the account. One upload replaced a full day of designer and strategist time.”Elena Voss·Head of Growth, DTC skincarePricing
[H2] Replace your agency for less than a coffee a day
Plans start at $29/mo — a fraction of a $3,000 agency retainer. Credits are shared by your workspace, with unlimited ad analysis on every paid plan.monthlyyearlyTypical agency$3,000/movsAdRoast$29/moSolo creatorsCreator$29/mo Get startedCreative credits / month750+Ad generations / month40+AI edits / month30+Team seats2Unlimited ad analysisVideo ads up to 15sManual editorStrong preset modePriority generationGrowing brandsPro$49/mo Get startedCreative credits / month1,500+Ad generations / month80+AI edits / month60+Team seats2Unlimited ad analysisVideo ads up to 15sManual editorStrong preset modePriority generationMost popularTeams & studiosStudio$89/mo Get startedCreative credits / month3,000+Ad generations / month190+AI edits / month100+Team seats3Unlimited ad analysisVideo ads up to 15sManual editorStrong preset modePriority generationAgenciesAgency$199/mo Get startedCreative credits / month6,500+Ad generations / month370+AI edits / month270+Team seats10Unlimited ad analysisVideo ads up to 15sManual editorStrong preset modePriority generationFree30 creative credits, 5 ad roasts, image generation only. No video ads.Start freeNeed more detail on limits and credit usage? View full pricing
[H2] FAQ
[H3] What is AdRoast?
[H3] Do I need to know how to prompt?
[H3] Is this only for e-commerce?
[H3] How does the roasting work?
[H3] Can I edit my ads?
[H3] Can I start for free?
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SUB-PAGE · THIN (https://adroast.ai/signup/) Sign up — AdRoast

                            
0 chars
SUB-PAGE · THIN (https://adroast.ai/presets/) Presets — AdRoast
Preset library
[H1] Your ads do not need to be boring
They can look good and actually convert. Browse 1,000+ curated image and video presets, then recreate any look on your product in one click.Start recreatingExplore presets1,000+ presetsVideo & imageRecreate on your productHover any preset and hit Recreate this to use it after signup.AllImageVideo
[H2] Ready to make ads that convert?
Pick a preset, upload your product, and generate scored concepts in under a minute.Get started free
492 chars
SUB-PAGE (https://adroast.ai/pricing/) Pricing — AdRoast
/ pricing
[H2] Subscription plans with creative credits.
Credits are shared by your workspace. Video ads up to 15 seconds on paid plans.Solo creatorsCreator$29/ month750+ creative credits / month40+ ad generations + 30+ AI editsUnlimited ad analysisGenerate 3 concepts per runAdd variations anytimeVideo ads up to 15sManual editor includedGet startedGrowing brandsPro$49/ month1,500+ creative credits / month80+ ad generations + 60+ AI editsUnlimited ad analysisGenerate 3 concepts per runAdd variations anytimeVideo ads up to 15sManual editor includedGet startedMost PopularTeams & studiosStudio$89/ month3,000+ creative credits / month190+ ad generations + 100+ AI editsUnlimited ad analysisGenerate 3 concepts per runAdd variations anytimeVideo ads up to 15sManual editor includedStrong preset modePriority generationGet startedAgenciesAgency$199/ month6,500+ creative credits / month370+ ad generations + 270+ AI editsUnlimited ad analysisGenerate 3 concepts per runAdd variations anytimeVideo ads up to 15sManual editor includedStrong preset modePriority generationGet startedFree30 creative credits, 5 ad roasts, image generation only — no video ads.Creative credits explained10 creative credits = 1 generated ad image or 1 AI edit.A standard generation creates 3 ad concepts and uses 30 creative credits.Video ads use 500 credits and run up to 15 seconds on Creator+ plans.Ad analysis is unlimited on paid plans — the Free plan includes 5 roasts.Generate short video ads up to 15 seconds. AdRoast automatically chooses the best generation route for your ad.
[H3] Usage
FreeCreative credits / month30Ad generations / month3AI edits / month0Ad analysis5 roastsVideo adsTeam seats1CreatorCreative credits / month750+Ad generations / month40+AI edits / month30+Ad analysisUnlimitedVideo adsTeam seats2ProCreative credits / month1,500+Ad generations / month80+AI edits / month60+Ad analysisUnlimitedVideo adsTeam seats2StudioPopularCreative credits / month3,000+Ad generations / month190+AI edits / month100+Ad analysisUnlimitedVideo adsTeam seats3AgencyCreative credits / month6,500+Ad generations / month370+AI edits / month270+Ad analysisUnlimitedVideo adsTeam seats10FeatureFreeCreatorProStudioAgencyCreative credits / month30750+1,500+3,000+6,500+Ad generations / month340+80+190+370+AI edits / month030+60+100+270+Ad analysis5 roastsUnlimitedUnlimitedUnlimitedUnlimitedVideo adsTeam seats122310
[H3] Creation tools
FreeGenerate 3 concepts per runAdd variationsManual editorPriority generationCreatorGenerate 3 concepts per runAdd variationsManual editorPriority generationProGenerate 3 concepts per runAdd variationsManual editorPriority generationStudioPopularGenerate 3 concepts per runAdd variationsManual editorPriority generationAgencyGenerate 3 concepts per runAdd variationsManual editorPriority generationFeatureFreeCreatorProStudioAgencyGenerate 3 concepts per runAdd variationsManual editorPriority generation
[H3] Presets
FreePublic presetsStrong preset modeReserve presetsEarly preset accessCreatorPublic presetsStrong preset modeReserve presetsEarly preset accessProPublic presetsStrong preset modeReserve presetsEarly preset accessStudioPopularPublic presetsStrong preset modeReserve presetsEarly preset accessAgencyPublic presetsStrong preset modeReserve presetsEarly preset accessFeatureFreeCreatorProStudioAgencyPublic presetsStrong preset modeReserve presetsEarly preset access
[H2] Supercharge your Meta workflow with AdRoast
Analyze, generate, and roast before you spend — with presets, video, and unlimited analysis in one workflow.Get started free
3581 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
0Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 0 0
/signup/ 0 0
/presets/ 0 0
/pricing/ 0 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/signup/ — no schema detected (entity gap)
/presets/ — no schema detected (entity gap)
/pricing/ — no schema detected (entity gap)

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
45.2 Avg BS

Based on 1811 businesses audited.

BS Detector

Marketing, SEO & Advertising Agencies BS: AdRoast (adroast.ai)

https://adroast.ai 📍 Industry: Marketing, SEO & Advertising Agencies
32 BS / 100

AdRoast is a high-substance product with a low-authority brand presence. It successfully avoids the fluff of traditional agencies but fails to provide the corporate or technical credentials necessary to back its massive data-training claims. It is a ‘trust-the-tool’ play that works for low-ticket SaaS but lacks the forensic evidence required for enterprise credibility.

Info Density Power-words vs. Substance ratio.
8
27% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
8
40% BS
Commodity Fingerprint Detection of industry clichés/templates.
3
20% BS
Identity & Authority Expert verifiability & Schema depth.
12
80% BS

Immediate implementation of Organization and SoftwareApplication schema with sameAs links to social profiles is required. The ‘$25B spend’ claim must be linked to a methodology page or technical whitepaper to move it from ‘fluff’ to ‘fact.’ Testimonials must include links to the client’s LinkedIn or verified website to establish a proof path. Finally, fix the empty H1 tags on the Pricing and Signup pages to improve technical authority.

The site fits the specialized niche of AI-driven creative automation within the marketing agency sector. It explicitly positions itself as a ‘disruptive technology’ alternative to traditional agency retainers, aligning with current AI-substitution trends.

“The BS score of 32 is low for the marketing industry, primarily because the site provides highly specific pricing and feature data rather than vague agency promises. The score was pulled upward by the Identity and Authority pillar (12/15) due to missing schema and team verification, and the Trust and Proof pillar (8/20) for the unverified $25B claim.”

Verified Analysis Date: June 21, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result