Weekly roundup, week of August 17, 2026
2 items cleared the threshold this week
Only 2 items cleared the threshold this week. AIOTruth publishes what the evidence earned rather than filling a list.
476 candidates considered. 2 published. 82 rejected. Every score is deterministic.
The most important item this week
How to Measure AI Visibility with Real Evidence | GEO Tracker AI
Anyone trying to prove they are visible in AI answers has to show where the number came from, and most dashboards report a percentage without exposing the sample behind it. Treating a missing engine as a zero understates visibility and sends people optimizing against a gap that was never measured. Mixing cited publishers and directories into a competitor list does the opposite, inflating who appears to be beating you and pointing the work at the wrong pages. Separating the two tells you which cited sources you could actually act on, and anchoring a claim to one prompt on one engine at one time gives a baseline that a later run can be compared against honestly.
Ranked: the top 1
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1
How to Measure AI Visibility with Real Evidence | GEO Tracker AI
Anyone trying to prove they are visible in AI answers has to show where the number came from, and most dashboards report a percentage without exposing the sample behind it.
Best Tools or Apps
How to Measure AI Visibility with Real Evidence | GEO Tracker AIAnyone trying to prove they are visible in AI answers has to show where the number came from, and most dashboards report a percentage without exposing the sample behind it.
Best Models or Platforms
Nothing in this category cleared the threshold this week.
Best Content or Methods
Nothing in this category cleared the threshold this week.
Claim worth watching
How to generate a GEO Audit with Claude in 1 MINUTE
This claim has not been verified.
What changed this week
- Published across 1 category: Tools & Apps.
- Evidence spread: 2 Supported.
- 476 candidates were considered and 82 did not clear the 7.5 publication threshold.
- 3 claims are circulating without enough support to publish as an item.
- The archive now holds 18 items.
What to watch next week
- I Built an AI Search Auditor That Grades Any Website scored 7.3 and missed the bar. It publishes only if a stronger source appears.
- Track How You Rank on ChatGPT & Claude, for free scored 7.3 and missed the bar. It publishes only if a stronger source appears.
- Whether anyone produces evidence for: How to generate a GEO Audit with Claude in 1 MINUTE.
- Whether anyone produces evidence for: The AI visibility index: Which brands are vanishing from AI search?.
Every item above links to its own page, where the sources, what was checked, and the limitations are written out in full. AIOTruth does not repeat the item page here.