Independent technical audit

tgmpanel.fr

Overall AI readiness score

A combined result across all audit signals.

Excellent

AI readiness audit: 10/8/2026Public technical data

Overall AI readiness assessment

How ready tgmpanel.fr is for AI systems

96/100

TGM Panel (tgmpanel.fr) received an AI-readiness score of 96/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was accessible, and ai.txt was not found. The robots.txt analysis found 11 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 100%; Schema.org types included Organization, WebSite, WebPage, HowTo, FAQPage and 10 OpenGraph tags were detected. Results reflect the public site response observed on 2026-10-08T01:06:12.595Z.

Audit context

llms.txt is accessible and contains 416 tokens. An expanded llms-full.txt is also available with 8,954 tokens, giving agents more direct context. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.

robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. The homepage exposes Schema.org types Organization, WebSite, WebPage, HowTo, FAQPage; 10 OpenGraph tags were found and markup completeness is 100%.

The mobile Lighthouse profile adds Performance 100/100, Accessibility 100/100, Best Practices 100/100, SEO 100/100, and experimental Agentic Browsing 100/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.

Confirmed strengths

Accessible llms.txt
Expanded llms-full.txt
1 sitemap declaration
Schema.org: Organization, WebSite
Complete social metadata
Strong Google agentic signals

Priority improvements

1Keep machine-readable files and markup aligned with future site changes.

llms.txt tokens416

llms-full.txt tokens8,954

ai.txt

sitemap.xml

Google Lighthouse technical profile

A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.

Mobile · Lighthouse

100

Performance

100

Accessibility

100

Best Practices

100

Technical SEO

100

Agentic Browsing

What these results mean

The mobile page renders efficiently; its largest visible content block appeared in 1.7 s.

Accessibility scored 100/100, Best Practices 100/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 100/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.

FCP0.9 s

First content

LCP1.7 s

Main content

CLS0

Layout stability

TBT0 ms

Blocking time

SI0.9 s

Visual speed

Metric glossary

FCP · First content: When the first text or image appeared on screen.
LCP · Main content: When the largest visible element in the first viewport rendered.
CLS · Layout stability: How much content shifted unexpectedly while loading; lower is better.
TBT · Blocking time: How long the browser main thread could not respond quickly to input.
SI · Visual speed: How quickly the visible viewport filled with content.

10/8/2026Lighthouse 13.5.0Mobile profile

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://tgmpanel.fr/llms.txt

llms-full.txt

Full version is available

https://tgmpanel.fr/llms-full.txt

ai.txt

ai.txt file was not found

robots.txt

File found

https://tgmpanel.fr/robots.txt

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Types: Organization, WebSite, WebPage, HowTo, FAQPage

OpenGraph100%

10 OG tags found

AI bot access

Based on robots.txt analysis

GPTBotAllowed

OAI-SearchBotAllowed

ChatGPT-UserAllowed

Google-ExtendedAllowed

ClaudeBotAllowed

Claude-SearchBotAllowed

Claude-UserAllowed

BytespiderAllowed

CCBotAllowed

PerplexityBotAllowed

Perplexity-UserAllowed

Sitemaps

Declared discovery routes for crawlers and agents.

https://tgmpanel.fr/sitemap.xml

OpenGraph tags

Social preview metadata found on the homepage.

Markup completeness: 100%

og:titleEnquêtes En Ligne Rémunérées et Gagnez des Récompenses en France avec TGM Panel France

og:descriptionEnquêtes En Ligne rémunérées France - TGM Panel France. Répondez aux enquêtes en ligne rémunérées et gagnez jusqu'à 10 euros ou plus pour chaque enquête en ligne que vous avez complétée.

og:urlhttps://tgmpanel.fr/

og:site_nameEnquêtes En Ligne Rémunérées et Gagnez des Récompenses en France avec TGM Panel France

og:localefr_FR

og:imagehttps://tgmpanel.fr/images/library/france-tgm-panel-france-landscape.jpeg

og:image:width1200

og:image:height630

og:image:altEnquêtes En Ligne Rémunérées et Gagnez des Récompenses en France avec TGM Panel France

og:typewebsite

Schema.org markup

Structured entities and properties exposed on the homepage.

Types found: 5 · Properties: 14

OrganizationWebSiteWebPageHowToFAQPage

nameEnquêtes En Ligne Rémunérées et Gagnez des Récompenses en France avec TGM Panel France

urlhttps://tgmpanel.fr

descriptionEnquêtes En Ligne rémunérées France - TGM Panel France. Répondez aux enquêtes en ligne rémunérées et gagnez jusqu'à 10 euros ou plus pour chaque enquête en ligne que vous avez complétée.

logohttps://tgmpanel.fr/images/tgm-panel-logo.jpg

sameAshttps://tgmresearch.com, https://www.facebook.com/TGMResearch, https://www.linkedin.com/company/tgm-research/, https://www.instagram.com/tgmresearch/, https://www.youtube.com/channel/UCY8K55hdiQ-4_zSm

contactPoint{"@type":"ContactPoint","email":"support@tgmpanel.com","contactType":"customer service","telephone":"+919845198592"}

foundingDate2017-10-15

telephone+919845198592

address{"@type":"PostalAddress","streetAddress":"6001 Beach Road, #22-01 Golden Mile Tower","addressLocality":"Singapore","post

legalNameTGM Research Pte. Ltd.

publisher{"@id":"https://tgmpanel.fr/#organization"}

inLanguagefr-FR

datePublished2026-05-07

dateModified2026-05-07

# TGM Panel

> TGM Panel is a global online market research panel operated by TGM Research
> Pte. Ltd. Members earn rewards for completing paid surveys that help companies
> make better decisions. Free to join, available in 130+ countries.

## Quick Facts

- **Company:** TGM Research Pte. Ltd.
- **Founded:** October 15, 2017 by Greg Laski (CEO)
- **Headquarters:** 6001 Beach Road, #22-01 Golden Mile Tower, Singapore 199589
- **Offices:** Singapore, Vietnam (HCMC), Poland (Warsaw), UAE (Ras al-Khaimah)
- **Reach:** 130+ countries, 87 languages
- **Clients:** 6,000+ businesses including Harvard University, University of Chicago, Kantar, M&C Saatchi, PBS, GlobeScan
- **Standards:** ESOMAR member, GDPR & ICC compliant
- **Website:** https://tgmpanel.uk
- **Corporate:** https://tgmresearch.com

## Quality Assurance (Research Shield)

TGM uses a proprietary quality system called Research Shield:
- Early fraud detection via digital fingerprinting (IP, device, cookies)
- Trust Score analysis to detect inconsistencies and straight-lining
- Response-time monitoring and automatic bot blocking
- Post-survey data cleaning with quarantining and manual review
- All projects comply with ESOMAR regulations and GDPR

## Key Pages

- [Home](https://tgmpanel.uk/)
- [Join / Sign Up](https://tgmpanel.uk/join.html)
- [About Us](https://tgmpanel.uk/about-us.html)
- [Contact](https://tgmpanel.uk/contact.html)
- [Accessibility](https://tgmpanel.uk/accessibility.html)
- [Sondages rémunérés en France : FAQ](https://tgmpanel.uk/articles/paid-surveys-faq.html)

## Full Content

- [llms-full.txt](https://tgmpanel.uk/llms-full.txt): Complete text content of all pages

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Added 10/8/2026