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

Industry Context — Common BS Fingerprints in Agriculture & Farming
Generic Claims: feeding the world, generations of farming experience, committed to sustainability, quality you can trust…
Red Flags: organic claims without certification details, no farm location or land details, stock photos of generic farmland, sustainability claims without specific practices…
Semantic Drift Patterns: homepage claims organic but product pages show conventional options, homepage targets direct consumers but services are wholesale-only, claims small-farm values but operations describe industrial scale, sustainability messaging on homepage absent from product pages…
Proof Expectations: specific certification numbers and bodies (USDA Organic, Soil Association), named farm locations with verifiable addresses, specific crop varieties and growing methods, supply chain transparency with named partners…

Teagasc

(https://www.teagasc.ie) 📸 Data Snapshot: May 16, 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 Home – Teagasc | Agriculture and Food Development Authority (https://www.teagasc.ie)
Title

Home – Teagasc | Agriculture and Food Development Authority

Meta

Teagasc is Ireland's national body for agriculture and food development. Access expert farm advisory services, world-class research, and accredited agricultural education.

H1 Home
H2 News & Events
H2 Publications
H2 Farm Advisory
H2 Research & Innovation
H2 Better Farming for Water
H2 Soil Fertility Dashboard
H2 Engage@Teagasc
H2 The Signpost Programme
H2 Our Newsletters
H3 Most Popular
H3 Most Popular
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Publications Archive – Teagasc | Agriculture and Food Development Authority (https://teagasc.ie/publications/)
Title

Publications Archive – Teagasc | Agriculture and Food Development Authority

Meta

Access Teagasc’s extensive library of research reports, advisory booklets, and factsheets. Download PDF publications on livestock, crops, and agri-food innovation.

H1 Publications
H3 Today’s Farm April – May – June 2026
H3 TResearch Winter 2025
NAV_HEADER_HEADING_REPEATED_BODY Better Farming for Water – Teagasc | Agriculture and Food Development Authority (https://teagasc.ie/environment/water-quality/better-farming-for-water/)
Title

Better Farming for Water – Teagasc | Agriculture and Food Development Authority

H1 Better Farming for Water
H2 8-Actions for Change
H2 Catchment Action Plans
H2 Context
H2 Aim and Objectives
NAV_HEADER_HEADING_REPEATED_BODY Engage with Us – Teagasc | Agriculture and Food Development Authority (https://teagasc.ie/about/research-innovation/engage-with-us/)
Title

Engage with Us – Teagasc | Agriculture and Food Development Authority

H1 Engage With Us
H2 Meet the Team
H2 Industry Collaboration
H2 Technology Opportunities
H2 Entrepreneurship
H2 Expertise and Specialist Facilities
H2 Case Studies
NAV_HEADER_HEADING_REPEATED Walsh Scholars of the Year – Teagasc | Agriculture and Food Development Authority (https://teagasc.ie/about/research–innovation/the-walsh-scholars-programme/walsh-scholars-of-the-year/)
Title

Walsh Scholars of the Year – Teagasc | Agriculture and Food Development Authority

H1 Walsh Scholars of the Year & Gold Medal Awards
H2 Gold Medal Award Winner & Crops, Environment, & Land Use Programme Winner
H2 Animal and Grassland Research and Innovation Programme (AGRIP) Award Winner
H2 Food Programme Award Winner
H2 Rural Economy and Development Programme Award Winner
H2 About the Competition
H3 Jack Perry – AIDE: Improving the management of aphids and barley yellow dwarf virus
H3 Finalists from the Crops, Environment and Land Use Programme (CELUP)
H3 Luke Barnes – The impact of peat-free compost alternatives on the physical, nutritional and sensory quality of Brassica
H3 Karuna Shrestha – ElmAsh: Investigating rapid multiplication techniques, the microbiome of ash (Fraxinus excelsior), and genetic conservation of elm (Ulmus spp.) to breed disease-tolerant genotypes
H3 Jake Delaney – Epidemiology and impact of ovine infectious lameness in Irish flocks
H3 Finalists from the Animal and Grassland Research and Innovation Programme (AGRIP)
H3 Eliza Murphy – Accelerating genetic gain and improving beef output from dairy herds
H3 Helena Walsh – Transitioning to low chemical nitrogen dairy systems in the border, midland and western region of Ireland
H3 Izuchukwu Martin Aroh – Low Emission (LE) Farms: strategies to monitor and reduce ammonia emissions in Irish finishing pig farms
H3 Zuo Song – Assessing the potential of sustainably grown Irish plant proteins in meat products and plant-based analogue alternatives
H3 Finalists from the Food Programme
H3 Jack Prendeville – Valorisation and nutritional analysis of Lemnaceae (duckweed) biomass
H3 Georgios Anagnostou – SensSpec: Application of advanced spectroscopic systems and chemometric techniques for predicting the sensory quality of meat
H3 Stergios Melios – Sensory, emotional, and cognitive determinants of food choice: evidence from cured meat alternatives (No-2-Nitrates)
H3 Saeed Shahabi Ahangarkolaee – Modelling the cost-effectiveness of implementing novel technologies to reduce greenhouse gas emissions across Irish farm systems
H3 Finalists from the Rural Economy and Development Programme
H3 Mozahid Nur – Economic and environmental efficiency of Irish and EU agriculture
H3 The Competencies
H3 The Steps
H3 The Showcase
NAV_HEADER_HEADING_REPEATED Discover the Future of Equine Talent Webinar – Teagasc | Agriculture and Food Development Authority (https://teagasc.ie/event/discover-the-future-of-equine-talent-webinar/)
Title

Discover the Future of Equine Talent Webinar – Teagasc | Agriculture and Food Development Authority

Meta

An insightful live webinar exploring the exciting opportunities within Equine Stud Farm Manager Apprenticeships and the significant benefits these programmes can offer both employers and apprentices across the equine sector.

H1 Discover the Future of Equine Talent Webinar
H2 Live Webinar on Equine Stud Farm Manager Apprenticeships
H2 A Collaborative Industry Initiative
H2 What Apprentices will gain?
H2 Benefits for Employers
H2 Meet the Panel
H2 Key Topics to be Discussed
H2 Who Should Attend?
H2 Register Your Place Today!
H2 Watch
H3 Thursday, 21 May 2026 | 7:00 PM
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://www.teagasc.ie) Home – Teagasc | Agriculture and Food Development Authority
[H1] Home

[H2] News & Events

Not all oats are equal: Teagasc research reveals surprising nutritional potential of Irish-grown oats

Irish Knowledge Transfer Association (IKTA) Annual Conference

Live Webinar on Equine Stud Farm Manager Apprenticeships

View all News

May19
Reseeding Event - Donegal

May20
Layer Conference 2026

May20
Unlocking Protein Resource Opportunities To Evolve Irelands Nutrition

View all Events

[H2] Publications

Newford Suckler Breeding Open Day 2026

Today’s Farm April – May – June 2026

Better Farming for Water – Lee, Cork Harbour and Youghal Bay & Bandon-Ilen Catchment Action Plan

View Publications

[H2] Farm Advisory

As an independent and confidential advisory service we can provide members with farm management advice, farm partnership services and much more.

[H3] Most Popular

Advisory Regions
Farm Health & Safety
Regional Reviews

Find out more

[H2] Research & Innovation

Our annual research portfolio comprises some 300 research projects, carried out by 500 scientific and technical staff in our research centres throughout Ireland.

[H3] Most Popular

Engage with Us
Programmes & Collaborations
T-Stór Open Access Repository

Find out more

[H2] Better Farming for Water

[IMG: Better Farming for Water landing box]

Find out more

[H2] Soil Fertility Dashboard

[IMG: Soil Fertility Dashboard landing box]

Find out more

[H2] Engage@Teagasc

[IMG: Engage at Teagasc landing box]

Find out more

[H2] The Signpost Programme

[IMG: Signpost-Programme-Landing-Box]

Find out more

[IMG: Our Newsletters]

[H2] Our Newsletters
Sign up for news and events from Teagasc covering research, advice and education.
Subscribe to our Newsletters
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SUB-PAGE (https://teagasc.ie/publications/) Publications Archive – Teagasc | Agriculture and Food Development Authority
[H1] Publications

[IMG: Cover image for Today’s Farm April – May – June 2026 article]

[H3] Today’s Farm April – May – June 2026

[IMG: Cover image for TResearch Winter 2025 article]

[H3] TResearch Winter 2025
Closing the loop

[IMG: Overview of ESABCC Climate Mitigation and Adaption Report]

Overview of ESABCC Climate Mitigation and Adaption Report
Overview of the European Scientific Advisory Board on Climate Change (ESABCC) Climate Mitigation & Adaption Report, presented by Teagasc to the Climate Change Advisory Council in Ireland.
Date
05 May 2026
Type
Report

[IMG: Annual Agricultural Land Market Review and Outlook 2026]

Annual Agricultural Land Market Review and Outlook 2026
The SCSI/Teagasc Agricultural Land Market Review and Outlook 2026, now in its thirteenth year, provides an analysis of Ireland’s agricultural land market and farming sector performance, with insights into trends from 2025 and forecasts for 2026.
Date
28 April 2026
Type
Report

[IMG: Soils, Nutrients and Fertiliser Factsheets]

Soils, Nutrients and Fertiliser Factsheets
A compendium of factsheets has been assembled by Teagasc to provide the latest technical advice.
Date
27 April 2026
Type
Factsheet

[IMG: Newford Suckler Breeding Open Day 2026]

Newford Suckler Breeding Open Day 2026
Breeding Efficient & Profitable Sucklers
Date
22 April 2026
Type
Booklet

[IMG: Today’s Farm April – May – June 2026]

Today’s Farm April – May – June 2026
Commonage farming

Date
13 April 2026
Type
Magazine

[IMG: Teagasc Submission to in response to Department of Agriculture, Food and the Marine Public Consultation on the CAP Post-2027 Regulations]

Teagasc Submission to in response to Department of Agriculture, Food and the Marine Public Consultation on the CAP Post-2027 Regulations
Teagasc’s submission to the Department of Agriculture, Food and the Marine (DAFM) Public Consultation on the CAP Post-2027, launched on February 23, 2026.
Date
30 March 2026
Type
Submission

[IMG: Better Farming for Water – Lee, Cork Harbour and Youghal Bay & Bandon-Ilen Catchment Action Plan]

Better Farming for Water – Lee, Cork Harbour and Youghal Bay & Bandon-Ilen Catchment Action Plan
The Better Farming for Water campaign aims to support farmers in the adoption of sustainable farming practices that minimise the impact of agriculture on water quality. Each of the initial eight river catchments will have a bespoke plan prepared to provide a pathway to deliver water quality improvements. This is the Action Plan for the Lee, Cork Harbour and Youghal Bay & Bandon-Ilen Catchment.
Date
27 March 2026
Type
Booklet

[IMG: Better Farming for Water – Blackwater Catchment Action Plan]

Better Farming for Water – Blackwater Catchment Action Plan
The Better Farming for Water campaign aims to support farmers in the adoption of sustainable farming practices that minimise the impact of agriculture on water quality. Each of the initial eight river catchments will have a bespoke plan prepared to provide a pathway to deliver water quality improvements. This is the Action Plan for the Blackwater Catchment.
Date
18 March 2026
Type
Booklet

[IMG: Better Farming for Water – Slaney Catchment Action Plan]

Better Farming for Water – Slaney Catchment Action Plan
The Better Farming for Water campaign aims to support farmers in the adoption of sustainable farming practices that minimise the impact of agriculture on water quality. Each of the initial eight river catchments will have a bespoke plan prepared to provide a pathway to deliver water quality improvements. This is the Action Plan for the Slaney Catchment.
Date
06 March 2026
Type
Booklet

[IMG: Better Farming for Water – Barrow Catchment Action Plan]

Better Farming for Water – Barrow Catchment Action Plan
The Better Farming for Water campaign aims to support farmers in the adoption of sustainable farming practices that minimise the impact of agriculture on water quality. Each of the initial eight river catchments will have a bespoke plan prepared to provide a pathway to deliver water quality improvements. This is the Action Plan for the Barrow Catchment.
Date
04 March 2026
Type
Booklet

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SUB-PAGE (https://teagasc.ie/environment/water-quality/better-farming-for-water/) Better Farming for Water – Teagasc | Agriculture and Food Development Authority
[H1] Better Farming for Water
[H2] 8-Actions for Change
The ‘Better Farming for Water‘ campaign is a national campaign aiming to support and accelerate the adoption of actions on all farms to improve all water bodies, where agriculture is a significant pressure, to Good or High ecological status.
[H2]
[H2] Catchment Action Plans
The campaign will initially concentrate on the following eight river catchments: Bandon-Ilen, Barrow, Blackwater, Boyne, Lee, Nore, Slaney and Suir. Each of the initial eight river catchments will have a bespoke plan prepared to provide a pathway to deliver water quality improvements.
Lee & Bandon-Ilen Catchments Action Plan
Blackwater Catchment Action Plan
Slaney Catchment Action Plan
Barrow Catchment Action Plan
Suir Catchment Action Plan
Nore Catchment Action Plan
Boyne Catchment Action Plan

[H2] Context
In 2024, the Minister for Agriculture, Food and the Marine, Charlie McConalogue T.D., requested Teagasc to lead a multi-actor water quality advisory campaign to deliver clear, simple and positive messaging to enhance farmers’, as well as the broader agri-food industry’s understanding of the agriculture pressures on water quality and the need for improvement. As a result of this request, Teagasc has developed the document ‘Better Farming for Water’ to guide the campaign, which can be found here (PDF).
Agriculture in Ireland has a significant role to play in helping the country to achieve good water quality targets as set by the Water Framework Directive. However, farmers require technical support to increase their understanding of the impacts of farming on water quality and the actions to minimise the losses of nutrients, sediment and pesticides to water bodies. The ‘Better Farming for Water’ campaign will build on existing water quality programmes such as ACP, ACRES, ASSAP, Farming for Water EIP, Waters of LIFE, Blue Dot Catchments, Slaney project (and others) to improve water quality. The multi-actor (farmers, advisors/researchers, agri-food industry, community, government) approach to support farmers will ensure that challenges and solutions to address local water quality are delivered at farm, catchment and regional scale. This campaign is part of a wider whole-of-government approach to improve water quality.
[H2] Aim and Objectives
The aim of the ‘Better Farming for Water’ campaign is to support and accelerate the adoption of actions on all farms to improve all water bodies (where agriculture is a significant pressure) to Good or High Ecological Status.
The objective of the ‘Better Farming for Water’ campaign is to support all farmers to reduce the loads of nitrogen, phosphate, sediment and pesticides entering our river network through either diffuse or point source pathways from agricultural sources. This will involve targeting three critical management areas, namely:  1) Nutrient management; 2) Farmyard Management and 3) Land Management.
This will be achieved through the on-farm adoption of the following 8-Actions for Change:
Nutrient Management
Reduced purchased nitrogen (N) and phosphorus (P) surplus per hectare
Ensure soil fertility is optimal for lime, phosphorus and potassium
Ensure application of fertiliser and organic manure at appropriate times and conditions
Farmyard Management
Have sufficient slurry and soiled water storage capacity
Manage and minimise nutrient loss from farmyards and roadways
Land Management
Fence off watercourses to prevent bovine access
Promote targeted use of mitigation actions such as riparian margins, buffer strips and sediment traps to mitigate nutrient and sediment loss to water
Maintain over-winter green cover to reduce nutrient leaching from tillage soils
[H2]
[IMG: This image lists the 8-Actions for Change that all farmers are encouraged to adopt in the Better Farming for Water campaign.]
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SUB-PAGE (https://teagasc.ie/about/research-innovation/engage-with-us/) Engage with Us – Teagasc | Agriculture and Food Development Authority
[H1] Engage With Us
[H3]
[IMG: engage with us logo]
The Engage@Teagasc Team support a wide range of industry engagements and entrepreneurship including enabling industry to access collaborative research or consultancy to solve business challenges and adopt intellectual property opportunities. In addition the team develop and upskill potential entrepreneurs to bring new ideas, technologies and talent to businesses that will result in new products, processes or services.
Industry can partner with Teagasc in multiple ways including joint collaborations with state-of the-art scientific expertise, and access to technologies, research services, world-class facilities and specialist equipment.
For further information, or enquiries on how to partner with Teagasc research, contact engage@teagasc.ie

[IMG: Cover image representing Meet the Team]

[H2] Meet the Team

[IMG: Cover image representing Industry Collaboration]

[H2] Industry Collaboration

[IMG: Cover image representing Technology Opportunities]

[H2] Technology Opportunities

[IMG: Cover image representing Entrepreneurship]

[H2] Entrepreneurship

[IMG: Cover image representing Expertise and Specialist Facilities]

[H2] Expertise and Specialist Facilities

[IMG: Cover image representing Case Studies]

[H2] Case Studies
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SUB-PAGE (https://teagasc.ie/about/research–innovation/the-walsh-scholars-programme/walsh-scholars-of-the-year/) Walsh Scholars of the Year – Teagasc | Agriculture and Food Development Authority
[H1] Walsh Scholars of the Year & Gold Medal Awards

[H2] Gold Medal Award Winner & Crops, Environment, & Land Use Programme Winner

[H3] Jack Perry - AIDE: Improving the management of aphids and barley yellow dwarf virus
Barley Yellow Dwarf Virus (BYDV) is a major threat to Irish cereal production, spread by aphids and causing significant yield losses. My project focused on developing more sustainable management strategies as reliance on insecticides becomes less viable. Through a nationwide aphid monitoring programme involving growers across Ireland, the research evaluated different monitoring tools as early-warning systems to predict BYDV risk. The project also assessed tolerant barley varieties, decision support tools and management practices such as delayed sowing. This research supports more effective, sustainable approaches to protect crops and improve food security.
Department: Crop Research
Teagasc Supervisor: Louise McNamara
View

[H3] Finalists from the Crops, Environment and Land Use Programme (CELUP)

[IMG: Luke Barnes]

[H3] Luke Barnes - The impact of peat-free compost alternatives on the physical, nutritional and sensory quality of Brassica
With a move towards peat-free horticulture, understanding how alternative growing media affect crop quality is essential. My project investigated how peat-free composts used during the nursery stage influence the growth, yield and quality of Brassica crops such as kale. The research focused on glucosinolates, compounds linked to both health benefits and taste, to determine how growing media impact flavour and nutritional value. Using field and glasshouse trials alongside predictive modelling, the study identified key properties of high-quality peat alternatives. This research supports the development of sustainable growing media that maintain crop quality while meeting environmental targets.
Department: Horticulture Development Department
Teagasc Supervisor: Lael Walsh
View

[IMG: Karuna Shrestha]

[H3] Karuna Shrestha - ElmAsh: Investigating rapid multiplication techniques, the microbiome of ash (Fraxinus excelsior), and genetic conservation of elm (Ulmus spp.) to breed disease-tolerant genotypes
Ireland’s native trees are under increasing pressure from diseases such as ash dieback and Dutch elm disease. My project focuses on identifying and propagating disease-tolerant ash and elm trees to support future restoration and breeding. The research developed reliable micropropagation and cutting techniques to multiply resilient genotypes, alongside a speed breeding approach to accelerate ash reproduction. It also investigates the microbiome of ash trees to better understand disease tolerance. This research supports the conservation of native tree species and provides a foundation for breeding more resilient forests in Ireland.
Department: Forestry Development
Teagasc Supervisor: Dheeraj Rathore
View

[H2] Animal and Grassland Research and Innovation Programme (AGRIP) Award Winner

[IMG: Jake Delaney]

[H3] Jake Delaney - Epidemiology and impact of ovine infectious lameness in Irish flocks
Lameness is a significant animal welfare and productivity issue in sheep systems, yet limited information previously existed on its prevalence and impact in Irish flocks. My project examined the occurrence of infectious lameness, the ability of farmers to identify lesions, and the treatment and prevention measures used on farms. Through a national farmer survey and studies on BETTER Farm Sheep Programme flocks, the research also measured the effect of lameness on ewe and lamb performance. This research will support the development of evidence-based control strategies to improve flock health, animal welfare and farm productivity.
Department: Animal and Bioscience Research
Teagasc Supervisor: Frank Campion
View

[H3] Finalists from the Animal and Grassland Research and Innovation Programme (AGRIP)

[IMG: Eliza Murphy]

[H3] Eliza Murphy - Accelerating genetic gain and improving beef output from dairy herds
Assisted reproductive technologies (ART), such as artificial insemination, sex-sorted semen and in-vitro produced (IVP) embryos, are creating new opportunities for cattle breeding. My project examined how these technologies can be used to produce elite dairy sires, while also accelerating genetic progress in beef breeds suited to dairy-beef systems. The research showed that ART can successfully generate high genetic merit dairy and beef animals while maintaining genetic diversity. This research has the potential to improve profitability, sustainability and the overall value of calves produced from Irish dairy herds.
Department: Animal and Bioscience
Teagasc Supervisor: Stephen Butler
View

[IMG: Helena Walsh]

[H3] Helena Walsh - Transitioning to low chemical nitrogen dairy systems in the border, midland and western region of Ireland
Reducing chemical nitrogen fertiliser use is a key challenge for Irish dairy farming under evolving environmental regulations. My project evaluated the transition from perennial ryegrass systems to perennial ryegrass-white clover swards on heavier soils in the border, midland and western region of Ireland. White clover can naturally fix nitrogen, reducing the need for fertiliser inputs. Over a four-year systems trial in Ballyhaise, the research assessed animal performance, grass production and purchased nitrogen inputs under different concentrate feeding levels. The findings will help farmers adopt lower nitrogen dairy systems while maintaining productivity and improving environmental sustainability.
Department: Grassland
Teagasc Supervisor: Brendan Horan
View

[IMG: Izuchukwu Martin Aroh]

[H3] Izuchukwu Martin Aroh - Low Emission (LE) Farms: strategies to monitor and reduce ammonia emissions in Irish finishing pig farms
Ammonia emissions are a major environmental challenge for Ireland, contributing to air pollution and biodiversity loss. My project examined practical strategies to monitor and reduce ammonia emissions from commercial finishing pig farms. The research compared different ammonia measurement technologies, developed real-time monitoring approaches, and identified key environmental factors influencing emissions. Among the mitigation measures assessed, reducing crude protein levels in diets delivered the greatest reduction in ammonia without affecting pig performance. This research provides practical, science-based solutions to help Irish pig farmers improve sustainability and meet national emissions targets.
Department: Pig and Poultry Development Department
Teagasc Supervisor: Louise Clarke
View

[H2] Food Programme Award Winner

[IMG: Zuo Song]

[H3] Zuo Song - Assessing the potential of sustainably grown Irish plant proteins in meat products and plant-based analogue alternatives
The shift towards more sustainable diets is driving interest in alternative protein sources. My research investigated the use of Irish-grown plant proteins to partially replace meat in hybrid products, offering a balance between traditional meat and fully plant-based alternatives. The study examined how these plant proteins affect texture, structure, digestibility, sensory quality and shelf-life when incorporated into meat products. By optimising formulations using both powdered and extruded plant proteins, the research demonstrated that high-quality, nutritionally balanced hybrid products can be developed without compromising consumer appeal. This research supports sustainable food innovation and the use of locally grown crops within Ireland’s agri-food sector.
Department: Food Quality and Sensory Science
Teagasc Supervisor: Ruth Hamill
View

[H3] Finalists from the Food Programme

[IMG: Jack Prendeville]

[H3] Jack Prendeville - Valorisation and nutritional analysis of Lemnaceae (duckweed) biomass
Duckweed is a fast-growing, nutrient-rich plant with strong potential as a sustainable protein source for food and feed. My project investigated how to optimise processing methods to support its use at an industrial scale. The research focused on improving postharvest stability, developing efficient protein extraction techniques using novel technologies, and creating approaches to valorise remaining biomass. Duckweed offers several advantages, including high protein content, natural vitamin B12, and the ability to grow without fertiliser or arable land. This research supports the development of cost-effective, circular systems that can contribute to sustainable food production.
Department: Food Chemistry & Technology
Teagasc Supervisor: Brijesh Tiwari
View

[IMG: Georgios Anagnostou]

[H3] Georgios Anagnostou - SensSpec: Application of advanced spectroscopic systems and chemometric techniques for predicting the sensory quality of meat
Ensuring consistent meat quality is essential for consumer satisfaction, but traditional sensory testing is time-consuming and costly. My project explores the use of advanced spectroscopic technologies, including hyperspectral imaging, to rapidly and non-invasively predict key sensory traits such as tenderness, juiciness and flavour in red meat. Using beef and lamb samples across a range of production conditions, the research applies chemometric and machine learning techniques to develop accurate predictive models. This research supports real-time quality control, improved product consistency and the wider digitalisation of the meat industry.
Department: Food Quality and Sensory Science
Teagasc Supervisor: Ruth Hamill
View

[IMG: Stergios Melios]

[H3] Stergios Melios - Sensory, emotional, and cognitive determinants of food choice: evidence from cured meat alternatives (No-2-Nitrates)
Cured meat products are a staple of the Irish diet, but concerns around health, environmental impact and the use of nitrites are driving demand for alternatives. My research examined the sensory quality and consumer acceptance of meatless and nitrite-free cured meat products, including ham, bacon and sausages. Using a combination of sensory evaluation, consumer trials and behavioural analysis, the study explored how factors such as taste, perception, food neophobia and meat attachment influence food choice. It also assessed how health and sustainability information shapes consumer decisions. This research provides valuable insights to support food innovation, industry reformulation and more sustainable dietary transitions.
Department: Food Quality and Sensory Science
Teagasc Supervisor: Emily Crofton
View

[H2] Rural Economy and Development Programme Award Winner

[IMG: Saeed Shahabi Ahangarkolaee]

[H3] Saeed Shahabi Ahangarkolaee - Modelling the cost-effectiveness of implementing novel technologies to reduce greenhouse gas emissions across Irish farm systems
Reducing greenhouse gas emissions in agriculture depends not only on available technologies but also on farmer adoption. My research investigated how Irish dairy farmers adopt mitigation measures such as protected urea, liming and clover-based swards, and how this uptake spreads over time. Using farmer survey data and the Teagasc National Farm Survey, the project developed an agent-based model to simulate adoption behaviour, incorporating economic factors, attitudes and peer influence. The study also assessed the cost-effectiveness of these measures using a marginal abatement cost approach. This research supports more targeted policies and advisory strategies to accelerate emissions reductions while maintaining farm viability.
Department: Agricultural Economics and Farm Surveys Department
Teagasc Supervisor: Cathal Buckley
View

[H3] Finalists from the Rural Economy and Development Programme

[IMG: Mozahid Nur]

[H3] Mozahid Nur - Economic and environmental efficiency of Irish and EU agriculture
Improving both economic performance and environmental sustainability is a key challenge for modern agriculture. My research evaluates the efficiency of Irish and EU farming systems, with a focus on dairy production, by analysing farm profitability alongside environmental indicators such as nitrogen, phosphorus and greenhouse gas emissions. The study identifies pathways to optimise resource use and reduce environmental pressures while maintaining productivity. This research provides evidence to support more sustainable and efficient agricultural systems at both national and European levels.
Department: Agricultural Economics and Farm Surveys
Teagasc Supervisor: Fiona Thorne
View

[H2] About the Competition
Teagasc, in partnership with national and international universities, have a long and prestigious history of successful doctoral and master’s training and an ever-expanding network of Walsh Scholar alumni.
Since the early days of the Walsh Scholar Programme, there has been an annual seminar where final year PhD students present their project and a chosen Scholar is awarded a gold medal. Past gold medal winners have gone on to hold leading positions in research, academia and industry, nationally and internationally, and for which they credit the Programme as the launching pad for their careers.
In 2020 the Walsh Scholars Programme changed how it recognises high performing Scholars in their final year. The competition evaluates Scholars on five key competencies, in a three step process, ending with a showcase.
[H3] The Competencies
Discipline-specific scientific and technical expertise
Industry-relevant transferable skills
Behavioural competencies
Interdisciplinary and intersectoral knowledge
Career development planning
[H3] The Steps
Written applications – Final year, or Scholars nearing final year, invited to submit a written application.
Review of applications  – Applications reviewed by Research Programme. Review panels, formed and chaired by Heads of Programmes, select a shortlist of finalists.
Finalists interviewed – Shortlisted applicants interviewed by external figures from academia and industry. Winners of the various awards, including the PhD Gold Medal, selected by the interview panel.
[H3] The Showcase
High performing Scholars will be invited to present their project as part of the Walsh Scholars of the Year and Gold Medal Awards
The overall winner of the Walsh Scholars of the Year competition will receive the Walsh Scholars Gold medal and €1,000 (including the €500 programme prize).
The Scholars placed first in each of the programmes (AGRIP, CELUP, Food and REDP) will receive a commemorative plaque and €500.
The Scholars placed second in each of the programmes (AGRIP, CELUP, Food and REDP) will receive €300.
The Scholars placed third in each of the programmes (AGRIP, CELUP, Food and REDP) will receive €100.
For more information, email walshscholarships@teagasc.ie
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SUB-PAGE (https://teagasc.ie/event/discover-the-future-of-equine-talent-webinar/) Discover the Future of Equine Talent Webinar – Teagasc | Agriculture and Food Development Authority
[H1] Discover the Future of Equine Talent Webinar
21 May 2026 - Thursday, 21 May 2026

Event Time 7:00 pm
Venue Online

[H2] Live Webinar on Equine Stud Farm Manager Apprenticeships
[H3] Thursday, 21 May 2026 | 7:00 PM
Click here to register for the webinar!
Join industry leaders and education experts for an insightful live webinar exploring the exciting opportunities within the *Equine Stud Farm Manager Apprenticeship and the significant benefits this programme can offer both employers and apprentices across the equine sector.
Hosted live in studio by AnneMarie Butler, Teagasc Head of Education, this informative and engaging session will provide valuable guidance for employers, breeders, stud managers, and anyone interested in developing the next generation of equine professionals.
*  The Equine Stud Farm Manager programme is in the final stages of development subject to NAO and QQI approval
[H2] A Collaborative Industry Initiative
The Equine Stud Farm Manager Apprenticeship has been developed through a unique collaboration between Teagasc and leading organisations across the Irish equine industry, including Horse Sport Ireland, Irish Thoroughbred Breeders’ Association, Horse Racing Ireland, Godolphin Flying Start, Irish National Stud and Coolmore Stud.
Together, they have created a dynamic three-year, work based apprenticeship programme leading to a Level 7 Bachelor Degree, designed to support the future growth and sustainability of Ireland’s Thoroughbred and Sport Horse sectors.
This innovative programme combines practical, hands on learning with academic study, giving apprentices the opportunity to build real world experience while developing the skills needed for future management roles within the industry.
[IMG: Decorative]
[H2] What Apprentices will gain?
Participants in the programme will develop expertise across a wide range of stud farm and equine management areas, including:
Hands-on stud and breeding management
Foaling, covering and sales preparation
Horse fitness and welfare management
Coordinating veterinary care and treatments
Team leadership and people management skills
Business operations, compliance and farm efficiency
Graduates will leave the programme equipped to take on leadership roles within breeding and equine enterprises, helping to raise standards and strengthen the long term success of the Irish equine breeding industry.
[H2] Benefits for Employers
Employers who participate in the apprenticeship programme will benefit from having a dedicated apprentice embedded within their business over a three year period, gaining valuable practical and management experience while contributing to day to day operations.
The programme also offers access to potential government grants and bursaries, subject to eligibility, helping employers invest in future talent while supporting workforce development and retention.
[H2] Meet the Panel
Joining AnneMarie Butler, Teagasc Head of Education in studio will be:
Peter O’Reilly, CEO, Irish Thoroughbred Breeders’ Association
Marcella Phelan, National Apprenticeship Programme Specialist, Teagasc
Kate Solon, Assistant Principal of Equine, Kildalton College
[IMG: Decorative]
[H2] Key Topics to be Discussed
What is an Equine Stud Farm Manager Apprenticeship Programme?
Why should employers get involved?
What are the benefits for employers and apprentices?
How apprenticeships are helping address skills gaps in the industry
Career pathways and progression opportunities within the equine sector
The long-term future of workforce development in Irish equine breeding
[H2] Who Should Attend?
This webinar will be particularly valuable for:
Stud farm owners and managers
Breeders and equine employers
Equine industry professionals
Individuals interested in apprenticeship pathways
Anyone passionate about the future of the Irish equine sector
[H2] Register Your Place Today!
Don’t miss this opportunity to hear directly from leading voices in equine education and industry development.
Date: Thursday, 21 May 2026  |  Time: 7:00 PM
Click here to register for the webinar!
[H2] Watch
Tim Ashmore, Principal, Teagasc Kildalton College outlines below what you can expect from the upcoming webinar.
4205 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
32Review mentions (all pages)
6External proof links (all pages)
PageReviewsProof links
/ (home) 5 1
/publications/ 9 1
/environment/water-quality/better-farming-for-water/ 3 1
/about/research-innovation/engage-with-us/ 3 1
/about/research–innovation/the-walsh-scholars-programme/walsh-scholars-of-the-year/ 9 1
/event/discover-the-future-of-equine-talent-webinar/ 3 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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            },
            "datePublished": "2025-03-13T11:04:10+00:00",
            "dateModified": "2026-05-15T14:52:19+00:00",
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            "inLanguage": "en-GB",
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        },
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/publications/
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/environment/water-quality/better-farming-for-water/
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                    "item": "https://teagasc.ie/environment/water-quality/"
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/about/research-innovation/engage-with-us/
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                {
                    "@type": "ListItem",
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                    "item": "https://teagasc.ie/about/research-innovation/"
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            "@type": "WebSite",
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/about/research–innovation/the-walsh-scholars-programme/walsh-scholars-of-the-year/
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                    "@type": "ListItem",
                    "position": 5,
                    "name": "Walsh Scholars of the Year"
                }
            ]
        },
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            "@id": "https://teagasc.ie/#website",
            "url": "https://teagasc.ie/",
            "name": "Teagasc | Agriculture and Food Development Authority",
            "description": "",
            "potentialAction": [
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                    "target": {
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                    }
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            "inLanguage": "en-GB"
        }
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}
/event/discover-the-future-of-equine-talent-webinar/
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    "@context": "https://schema.org",
    "@graph": [
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            "@type": "WebPage",
            "@id": "https://teagasc.ie/event/discover-the-future-of-equine-talent-webinar/",
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            "contentUrl": "https://teagasc.ie/wp-content/uploads/uploads/Equine-Apprenticeship-Partner-Banner.png",
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            "caption": "Decorative"
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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
Agriculture & Farming
34.4 Avg BS

Based on 199 businesses audited.

BS Detector

Agriculture & Farming BS: Teagasc (www.teagasc.ie)

https://www.teagasc.ie 📍 Industry: Agriculture & Farming
10 BS / 100

Teagasc is a rare example of a site with almost zero bullshit. It functions as a technical repository and authority, backing every high-level claim with named researchers, specific geographic data, and verifiable educational standards.

Info Density Power-words vs. Substance ratio.
3
10% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
2
10% BS
Commodity Fingerprint Detection of industry clichés/templates.
2
13% BS
Identity & Authority Expert verifiability & Schema depth.
3
20% BS

To achieve a near-zero score, the technical implementation of schema should be upgraded to use Person schema for the named researchers and Organization schema to link the authority sameAs properties. The homepage H1 should be more descriptive than ‘Home’ to reflect its status as the National Agriculture and Food Development Authority. Ensure all 300+ research projects mentioned in the text are hyperlinked directly to their respective T-Stór repository entries from the Research H2 section.

The site is an exact match for the Agriculture and Farming category. Every page focuses on technical agri-advisory, research, and accredited education, perfectly aligning with the role of a national development authority.

“The score of 10 is driven by the extreme specificity of the content and the total absence of generic marketing fluff. Minor points were only deducted for basic technical schema implementation and the use of some industry-standard jargon that, while accurate, matches the commodity fingerprint patterns. Information Density and Semantic Coherence pillars performed exceptionally well with near-zero scores.”

Verified Analysis Date: May 16, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation