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What AI says about you. With the receipts.

Forthsay asks the models behind ChatGPT, Claude, Gemini and Perplexity how they describe and recommend your site, shows the raw answer behind every number, and helps you publish facts they can check.

Free: 32 answers from 4 engines, one per account. No card, just a free account.

Asked through each vendor’s official API, every week

  • ChatGPT
  • Claude
  • Gemini
  • Perplexity

gpt-6-luna · claude-haiku-5-5 · gemini-3.5-flash-lite · sonar

Sample data
34%picked as a choice, week of 2 Nov41 of 120 answers · 95% range 26% to 43%
0%30%60% Facts page live Rival A 50%Rival B 20% 14 Sep: 26 of 120, range 15% to 30%21 Sep: 28 of 120, range 17% to 32%28 Sep: 27 of 120, range 16% to 31%5 Oct: 29 of 120, range 17% to 33%12 Oct: 33 of 120, range 20% to 36%19 Oct: 37 of 120, range 23% to 40%26 Oct: 39 of 120, range 25% to 41%2 Nov: 41 of 120, range 26% to 43% You 34% 14 Sep2 Nov

+8.3 pts after the change, range 2.7 to 13.9: up, the range agrees

  • ChatGPTgpt-6-luna13 of 30
  • Claudeclaude-haiku-5-511 of 30
  • Geminigemini-3.5-flash-lite9 of 30
  • Perplexitysonar8 of 30
ChatGPTrun 1 of 2

“Which bookkeeping apps would you recommend for a freelancer?”

For most solo workers I recommend Sample Co: invoices and tax set-aside sit together. Rival A is broader, Rival B is cheaper.

Named
yes
Recommended
yes
Cited
1 of 5 sources
Price said
none
Every number opens the answers behind it. Open the full sample report

Our own sites, measured

What they taught us

Forthsay’s rules came from watching the founder’s own sites in ChatGPT. Same founder, real records: their own analytics, their server logs and our check of each one. Each site has a page with what a plan would track for it.

MakerfernFree PNG to SVG converter for Cricut and laser makersmakerfern.com

42132

ChatGPT visitors a day, 22–28 Sep to 26–29 Oct. 3.1× in five weeks.

54%
of all visitors came from chatgpt.com, 22 Sep to 31 Oct
2 of 8
ChatGPT answers recommended it in our 7 Nov check, and 3 of 8 linked it
050100150Tag bugOpenAI updatenot read22 Sep: 32 visitors from ChatGPT23 Sep: 24 visitors from ChatGPT24 Sep: 35 visitors from ChatGPT25 Sep: 44 visitors from ChatGPT26 Sep: 51 visitors from ChatGPT27 Sep: 49 visitors from ChatGPT28 Sep: 62 visitors from ChatGPT29 Sep: 65 visitors from ChatGPT30 Sep: 63 visitors from ChatGPT1 Oct: 113 visitors from ChatGPT2 Oct: 103 visitors from ChatGPT3 Oct: 100 visitors from ChatGPT4 Oct: 99 visitors from ChatGPT5 Oct: 134 visitors from ChatGPT6 Oct: 124 visitors from ChatGPT7 Oct: 106 visitors from ChatGPT8 Oct: 84 visitors from ChatGPT9 Oct: 49 visitors from ChatGPT10 Oct: 36 visitors from ChatGPT11 Oct: 40 visitors from ChatGPT12 Oct: 61 visitors from ChatGPT13 Oct: 39 visitors from ChatGPT14 Oct: 33 visitors from ChatGPT15 Oct: 41 visitors from ChatGPT16 Oct: 114 visitors from ChatGPT17 Oct: 134 visitors from ChatGPT26 Oct: 132 visitors from ChatGPT27 Oct: 134 visitors from ChatGPT28 Oct: 130 visitors from ChatGPT29 Oct: 130 visitors from ChatGPT30 Oct: 73 visitors from ChatGPT31 Oct: 81 visitors from ChatGPT1 Nov: 82 visitors from ChatGPT2 Nov: 112 visitors from ChatGPT3 Nov: 112 visitors from ChatGPT4 Nov: 121 visitors from ChatGPT5 Nov: 114 visitors from ChatGPTIndexNowFor assistants22 Sep1 Oct15 Oct1 Nov
050100150Tag bugOpenAI updatenot read22 Sep: 32 visitors from ChatGPT23 Sep: 24 visitors from ChatGPT24 Sep: 35 visitors from ChatGPT25 Sep: 44 visitors from ChatGPT26 Sep: 51 visitors from ChatGPT27 Sep: 49 visitors from ChatGPT28 Sep: 62 visitors from ChatGPT29 Sep: 65 visitors from ChatGPT30 Sep: 63 visitors from ChatGPT1 Oct: 113 visitors from ChatGPT2 Oct: 103 visitors from ChatGPT3 Oct: 100 visitors from ChatGPT4 Oct: 99 visitors from ChatGPT5 Oct: 134 visitors from ChatGPT6 Oct: 124 visitors from ChatGPT7 Oct: 106 visitors from ChatGPT8 Oct: 84 visitors from ChatGPT9 Oct: 49 visitors from ChatGPT10 Oct: 36 visitors from ChatGPT11 Oct: 40 visitors from ChatGPT12 Oct: 61 visitors from ChatGPT13 Oct: 39 visitors from ChatGPT14 Oct: 33 visitors from ChatGPT15 Oct: 41 visitors from ChatGPT16 Oct: 114 visitors from ChatGPT17 Oct: 134 visitors from ChatGPT26 Oct: 132 visitors from ChatGPT27 Oct: 134 visitors from ChatGPT28 Oct: 130 visitors from ChatGPT29 Oct: 130 visitors from ChatGPT30 Oct: 73 visitors from ChatGPT31 Oct: 81 visitors from ChatGPT1 Nov: 82 visitors from ChatGPT2 Nov: 112 visitors from ChatGPT3 Nov: 112 visitors from ChatGPT4 Nov: 121 visitors from ChatGPT5 Nov: 114 visitors from ChatGPTIndexNowFor assistants22 Sep1 Oct15 Oct1 Nov
050100150Tag bugOpenAI updatenot read22 Sep: 32 visitors from ChatGPT23 Sep: 24 visitors from ChatGPT24 Sep: 35 visitors from ChatGPT25 Sep: 44 visitors from ChatGPT26 Sep: 51 visitors from ChatGPT27 Sep: 49 visitors from ChatGPT28 Sep: 62 visitors from ChatGPT29 Sep: 65 visitors from ChatGPT30 Sep: 63 visitors from ChatGPT1 Oct: 113 visitors from ChatGPT2 Oct: 103 visitors from ChatGPT3 Oct: 100 visitors from ChatGPT4 Oct: 99 visitors from ChatGPT5 Oct: 134 visitors from ChatGPT6 Oct: 124 visitors from ChatGPT7 Oct: 106 visitors from ChatGPT8 Oct: 84 visitors from ChatGPT9 Oct: 49 visitors from ChatGPT10 Oct: 36 visitors from ChatGPT11 Oct: 40 visitors from ChatGPT12 Oct: 61 visitors from ChatGPT13 Oct: 39 visitors from ChatGPT14 Oct: 33 visitors from ChatGPT15 Oct: 41 visitors from ChatGPT16 Oct: 114 visitors from ChatGPT17 Oct: 134 visitors from ChatGPT26 Oct: 132 visitors from ChatGPT27 Oct: 134 visitors from ChatGPT28 Oct: 130 visitors from ChatGPT29 Oct: 130 visitors from ChatGPT30 Oct: 73 visitors from ChatGPT31 Oct: 81 visitors from ChatGPT1 Nov: 82 visitors from ChatGPT2 Nov: 112 visitors from ChatGPT3 Nov: 112 visitors from ChatGPT4 Nov: 121 visitors from ChatGPT5 Nov: 114 visitors from ChatGPTIndexNowFor assistants22 Sep1 Oct15 Oct1 Nov
Point at a day to read it. Shaded days had a known fault.
What a plan would track for Makerfern
CuescribeYouTube transcript and creator toolscuescribe.app
chatgpt.com: 2,146 of 2,732 first visitsdirect: 474 of 2,732 first visitsgoogle.com, bing.com, other: 112 of 2,732 first visits

79%

of first visits came from chatgpt.com, 2 Oct to 31 Oct.

  • 79%chatgpt.com 2,146
  • 17%direct 474
  • 4%google.com 71 · bing.com 15 · other 26
  1. 12 OctSet up
  2. 14 OctFirst ChatGPT reads
  3. 15 OctWhole-site crawl
  4. 18–25 Oct632 live reads

0 of 32 answers named it when we asked the same four engines through their APIs on 7 Nov. Generic questions miss how its ChatGPT visitors find it.

What a plan would track for Cuescribe
PencilhopLive test since 19 Oct 2026

A new site with no links in. Does it get found?

  • 0pages read by OpenAI’s search crawlerto 25 Oct; it fetched robots.txt every day
  • 17pages read by Bing’s crawlerto 25 Oct; none indexed yet
  • 74requests faking an OpenAI botin one week, from IPs OpenAI does not list

Free maths practice and worksheets for children. Search consoles: Google verified; no public sign of Bing (read 7 Nov). Links from our other sites: none, on purpose.

pencilhop.com is shown without a link on purpose: links from our other sites would spoil the test.

Four parts, one record

01MeasureYour questions, asked of four engines 2 times a week. Named, recommended and cited, each with a count, a 95% range and the answers behind it.
02CheckPrices, dates and claims in the answers, set against your own facts file, with the sentence and the source the engine used.
03SayA dated, sourced facts page for people and the same facts for machines. One truth, readable by both.
04ProveMark a change, and see if anything moved after it. “No change you can trust” is a real answer here.

Free tools, no sign-up

All 13

How we measure, next to a common approach

Why it matters
A common approachWhat Forthsay does
One score out of 100Three counts you can redo by hand: named, recommended, cited, each with its denominator and a 95% range.
A rank position inside an answerWhether you were a pick at all. Lists rarely repeat, so a position moves by chance.
Driving logged-in chat apps with scriptsOfficial APIs only, in fresh calls with no memory. We say where API answers differ from the app.
Failed answers counted as “not mentioned”Timeouts, refusals and empty answers kept apart as “not measured”, never as a zero.
Pages served only to AI crawlersThe same page for people and bots. A facts file always has a page people can read with the same words.
Every weekly wiggle shown as newsBefore and after on the same questions, with the range. Most weeks the honest answer is “no change you can trust”.

These are patterns seen across the field, not claims about any one company. Some of them suit some teams.

  • Starter, $39 a month25 questions on 4 engines, about 866 answers a month. For one site you run yourself.
  • Growth, $99 a month75 questions on 4 engines, about 2,598 answers a month. For a team that ships changes and wants to see if they worked.
  • Scale, $249 a month200 questions on 4 engines, about 6,928 answers a month. For agencies and several brands.

First payment refunded in full within 14 days. Cancel any time.

Let Claude watch it for you

API and MCP

Add Forthsay as an MCP server and ask your assistant “did last week’s pricing page change move anything?”. It reads the numbers and the receipts, not a guess. Six tools work with no account.

{ "mcpServers": { "forthsay": {
  "type": "http", "url": "https://forthsay.com/mcp" } } }

Paste it into Claude and it adds the server itself, then tries a tool.