
Google Says You Don't Need llms.txt. Here's the Catch.
Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.
Radar audits ChatGPT, Claude, Gemini, and Perplexity for what they say. And where you're missing.
Radar is built for
6 technical readiness tools. 1 audit per domain. No card required.
$5 single, $12 for 3, $40 for 10. Credits never expire.
40 audits per month + weekly pulse re-scans on watched domains. For agencies with active client retainers and in-house teams running ongoing AI visibility checks.
Most AI visibility tools charge $37 to $499/month whether you use them or not. Radar charges per audit because visibility changes when you change something: publish new content, update robots.txt, launch a campaign.
Run it when it matters. Pay only when you audit.
Feature by feature against AthenaHQ and Gauge.
| Feature | Radar | AthenaHQ | Gauge |
|---|---|---|---|
| Technical Audit | |||
| AI bot crawl check (13+ agents) | |||
| robots.txt deep analysis | |||
| llms.txt validation | |||
| Schema completeness audit (10 types) | |||
| Cross-tool conflict detection | |||
| Intelligence | |||
| Hallucination detection | severity scoring | ||
| Source influence map | |||
| Sentiment analysis | 4-tone | basic | |
| Prompt Share of Voice | weighted scoring | tracking | |
| LLM citation tracking | 4 LLMs | 8 LLMs | varies |
| Pricing | |||
| Free tier | 1 full audit | ||
| Entry price | $5/audit | $295/mo | $99/mo |
AthenaHQ charges $295/month. Credits run out after 4 tracking batches. Radar is $5 flat per full audit. No math, no surprises.
Built from real experience
Radar started as the tool we used to fix our own AI visibility. We went from 0/4 LLMs citing us to 4/4 in 6 months. Every feature maps to a problem we solved ourselves.
Read the origin storyYour first scan is free. 4 LLMs checked, hallucinations flagged, and a ranked fix list in 60 seconds. No card required.
Check your brand freeOur most-cited deep dives on AI search visibility, plus what we shipped this month.

Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.

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