Become the answer

AnswerFit by Anphase measures how AI models describe, compare and recommend one product or company. It is a measurement instrument, not an SEO suite, and it does not promise rankings.

Watch a run
ANNET / ILLUSTRATIVE RUN

An illustrative four-act run for Annet, an Anphase goal and accountability product at annet.ai. Ask: four models answer the same question about staying accountable to a big goal and none name Annet. Measure: Annet's report recorded on 3 Sept 2026 finds Annet named in 22 of 24 answers asked by name and 12 of 114 answers when customers ask; Habitica is recommended 40 times, Beeminder 38, Notion 36 and Annet 12. Change: category copy, SoftwareApplication JSON-LD and llms.txt are added, and the text that carries the argument is server-rendered. Re-test: Annet is named first by ChatGPT and Gemini, second by Claude and not named by Grok, for three of four sample answers, with an illustrative Fit Lift of +0.21, interval +0.12 to +0.30, and negative controls held. The baseline figures in Measure are recorded; the answers, the changes and the re-test are illustrative, not a measured lift.

04 / RE-TEST THE FIT

Same question, a different picture

asked again, same questions, same models
Named in 3 of 4
ChatGPTOpenAI model
What should I use to stay accountable to a big goal?
  1. 01AnnetGoals with an AI and your people
  2. 02HabiticaTurns goals into a game
  3. 03BeeminderMoney on the line
Annet: named
ClaudeAnthropic model
What should I use to stay accountable to a big goal?
  1. 01BeeminderCommitment with stakes
  2. 02AnnetAccountability with chosen people
  3. 03FocusmateWork alongside someone
Annet: named
GeminiGoogle model
What should I use to stay accountable to a big goal?
  1. 01AnnetAn accountability network
  2. 02NotionFlexible goal templates
  3. 03HabiticaGamified habits
Annet: named
GrokxAI model
What should I use to stay accountable to a big goal?
  1. 01BeeminderPay if you slip
  2. 02TodoistTasks and due dates
  3. 03HabiticaA goal RPG
Annet: not named
Fit Lift
interval +0.12 to +0.30 negative controls held
Explore the runILLUSTRATIVE / ANNET
Illustrative run based on Annet's recorded report. The baseline figures in Measure are recorded; the answers, the changes and the re-test are illustrative, not a measured lift.
02 / EXAMPLES

Examples

AF / 01
Missing from
24 of 25
customer questions

Recommended instead

  • Insight Timer
  • Calm
  • Headspace

What a model found, crawled 29 Aug 2026

  • 8% readable text
  • no structured data
  • no llms.txt

Top fix

Publish llms.txt
Addresses 22 questionsNot yet tested

Impact is measured by re-testing after the change.

AF / 02
Missing from
26 of 44
customer questions

Recommended instead

  • Readwise Reader
  • Grammarly
  • Scrivener

What a model found, crawled 29 Aug to 3 Sept 2026

  • little readable text
  • no structured data
  • no llms.txt

Top fix

Publish llms.txt
Addresses 25 questionsNot yet tested

Impact is measured by re-testing after the change.

Measured as AI Reader and AI Writer
AF / 03
Missing from
13 of 20
customer questions

Recommended instead

  • Habitica
  • Beeminder
  • Notion

What a model found, crawled 22 Aug 2026

  • 4% readable text
  • 2 pages empty without script
  • no llms.txt

Top fix

Publish llms.txt
Addresses 13 questionsNot yet tested

Impact is measured by re-testing after the change.

AF / 04
Missing from
16 of 25
customer questions

Recommended instead

  • Cloudflare R2
  • 0x0.st
  • transfer.sh

What a model found, crawled 29 Aug 2026

  • 20% readable text
  • no structured data
  • no llms.txt

Top fix

Publish llms.txt
Addresses 15 questionsNot yet tested

Impact is measured by re-testing after the change.

From recorded runs, Aug to Sept 2026. Poreover combines the AI Reader and AI Writer runs. Not a ranking.

Each run is versioned so every claim can be retested against a comparable run.

In private beta

AnswerFit is being pressure-tested across models, angles and positioning, with early access limited while that work continues.

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