AgentReady
AgentReady LabsLive public program

AgentReady Labs

Experiments we are testing on owned stores before deciding whether they belong in AgentReady. Choose a Lab, inspect its live work, and follow what the dated evidence says next.

Labs features are not included in current AgentReady plans unless explicitly marked as available. Nothing on this page can be enabled, installed, or purchased.

Experiments
5
Tracked publications
12
Evidence sources
5 connected
Feed updated
Aug 14, 2026

Experiments

Choose a Lab and inspect the evidence

The projects come first. Each card shows its relationship, publication record, latest observation, and evidence boundary before you open the full timeline.

ratified site lab

SprueSentry

spruesentry.com

Running

Owned and operated by the AgentReady team as a ratified Labs dataset.

New Necromunda edition buying guide: what to buy first

Latest recorded publication

Publications
4
Observed
Aug 14, 2026
AI answers
14 of 402 named

This is one owned niche site, not evidence of typical customer outcomes.

Open project evidence Live source

ratified site lab

GrailHawk

grailhawk.com

Running

Owned and operated by the AgentReady team as a ratified Labs dataset.

How to value a collectible when there are no recent sales

Latest recorded publication

Publications
3
Observed
Aug 14, 2026
AI answers
0 of 292 named

A citation, a brand mention, and a recommendation are different observations.

Open project evidence Live source

owned site proving ground

ShelfHound

getshelfhound.com

Collecting baseline

Owned by the AgentReady team and measured through the ordinary Site path.

An ordinary newly onboarded Site should appear in Labs from source data without hand-authored metrics.

Current hypothesis

Publications
0
Observed
Jul 28, 2026
AI answers
0 of 10 named

ShelfHound has no verified Labs intervention yet.

Open project evidence Live source

owned product self coverage

AgentReady

joinagentready.com

Running

This is AgentReady's own product and marketing surface, not an independent customer or third ratified dataset.

Can AI Assistants Cite a Page Without Mentioning the Brand?

Latest recorded publication

Publications
2
Observed
Aug 14, 2026
AI answers
0 of 49 named

This is AgentReady measuring its own public property, not independent customer evidence.

Open project evidence Live source

owned shopify proving ground

William Painter

williampainter.com

Running

An owner-controlled Shopify proving ground with draft-only AgentReady operation and human publication approval.

When Polarized Lenses Make Screens Disappear (And What to Do About It)

Latest recorded publication

Publications
3
Observed
Aug 14, 2026
AI answers
Not available

AgentReady operation remains draft-only and every public artifact requires human approval.

Open project evidence Live source

Content engine (Reach)

Internal validation

Store-grounded content drafting and publishing, proven on owned stores. Internal research; not available in AgentReady.

Read the research record

AI answer monitoring

Paused

Sampled answer observation across assistants, dated July 2026. Internal research; not available in AgentReady.

Read the research record

Program status

What the portfolio can prove today

Counts come from the public feed. Pending stays pending, and owned projects with different evidence boundaries are not flattened into equivalent datasets.

Portfolio maturity

  • Observation days

    91

    summed across projects

  • Projects

    4 running

    none concluded yet

  • Artifacts shipped

    2

    2 verified · 202 recommended

  • Questions tracked

    157

    753 answer checks

  • Failures documented

    2

    verify misses, same size as wins

Proof levels

  • Verified execution

    Measured

    2 of 2

    2 verified live of 2 applied (202 recommended)

  • Indexing

    Pending

    Not in feed yet

    Crawl and index confirmation is not in the public feed yet

  • Visibility

    Measured

    14 of 753

    Brand mentioned in 14 of 753 dated answer checks

  • Business movement

    Pending

    Not in feed yet

    Not claimed. These are owned hobby sites, not merchant ROI proof

Most mature experiment

SprueSentry

Fix verified
QuestionThesisLiveWatch

14 of 402 answers mention the brand so far

Measurements

Search and answer observations over time

Dated source measurements live below the experiments they describe. Movement is measured after publication, never claimed as caused by it.

Longitudinal tracking

Google Search Console · public window

Discovery, drawn from the same records the product uses

Daily impressions and clicks across projects with a connected, public-safe series. Totals cover only the dates shown and are observations, not attributed lift.

Tracked posts
12
AgentReady records
Impressions
391K
shown window
Clicks
13K
shown window
IMPRESSIONS9.6K0CLICKS160Feb 16, 2026Aug 11, 2026

Evidence ledger

Filter the chronological record

Publication receipts and product events stay dated and separately labelled. Use the filters to follow one project or one evidence type.

Reset

Showing 40 of 40 dated evidence events.

Chronological evidence

Methodology

Every number on this page is derived from the app's public Labs feed. We monitor questions, apply recommended fixes on owned sites, verify by recrawl, then measure answer presence again. Measured since then, not necessarily because of it.

Caveats

  • We built these sites to test AgentReady on ourselves. Everything we do to grow them is public.
  • These are owned projects with different relationships and source coverage. They prove only the dated capability each record supports, not typical customer ROI.
  • Movement is observed after intervention, not claimed as caused by AgentReady.
  • Failed verifies are published at the same size as passes.
  • The durable autonomous cycle ledger is not connected in V1; source observations are not presented as routine receipts.

Chronological changelog

  1. MonitorSprueSentry

    openai answered 12 questions. Mentions: 0.

  2. MonitorSprueSentry

    google answered 11 questions. Mentions: 0.

  3. ImplementSprueSentry

    Applied Publish a "Which 40k boxes would you recommend?" comparison vs Games Workshop (content-item).

  4. Prove · failedSprueSentry

    Recrawl found Publish a "Which 40k boxes would you recommend?" comparison vs Games Workshop not live yet.

  5. Prove · passedSprueSentry

    Recrawl confirmed Publish a "Which 40k boxes would you recommend?" comparison vs Games Workshop is live.

  6. MonitorGrailHawk

    openai answered 12 questions. Mentions: 0.

  7. MonitorGrailHawk

    google answered 12 questions. Mentions: 0.

  8. MonitorGrailHawk

    openai answered 11 questions. Mentions: 0.

  9. MonitorGrailHawk

    google answered 11 questions. Mentions: 0.

  10. ImplementGrailHawk

    Applied Publish a "Which Rolex Cosmograph Daytona would you recommend?" comparison vs WatchBox (content-item).

  11. Prove · failedGrailHawk

    Recrawl found Publish a "Which Rolex Cosmograph Daytona would you recommend?" comparison vs WatchBox not live yet.

  12. MonitorSprueSentry

    openai answered 12 questions. Mentions: 0.

  13. MonitorSprueSentry

    google answered 12 questions. Mentions: 0.

  14. Prove · passedGrailHawk

    Recrawl confirmed Publish a "Which Rolex Cosmograph Daytona would you recommend?" comparison vs WatchBox is live.

  15. MonitorGrailHawk

    openai answered 22 questions. Mentions: 0.

  16. MonitorGrailHawk

    google answered 22 questions. Mentions: 0.

  17. MonitorGrailHawk

    perplexity answered 11 questions. Mentions: 0.

  18. MonitorGrailHawk

    openai answered 35 questions. Mentions: 0.

  19. MonitorGrailHawk

    google answered 34 questions. Mentions: 0.

  20. MonitorGrailHawk

    perplexity answered 17 questions. Mentions: 0.

  21. MonitorShelfHound

    google answered 10 questions. Mentions: 0.

  22. MonitorSprueSentry

    openai answered 4 questions. Mentions: 0.

  23. MonitorSprueSentry

    google answered 88 questions. Mentions: 0.

  24. MonitorSprueSentry

    perplexity answered 44 questions. Mentions: 4.

  25. MonitorSprueSentry

    google answered 92 questions. Mentions: 0.

  26. MonitorSprueSentry

    perplexity answered 45 questions. Mentions: 7.

  27. MonitorSprueSentry

    openai answered 1 question. Mentions: 0.

  28. MonitorGrailHawk

    openai answered 15 questions. Mentions: 0.

  29. MonitorGrailHawk

    google answered 24 questions. Mentions: 0.

  30. MonitorGrailHawk

    perplexity answered 12 questions. Mentions: 0.

  31. MonitorAgentReady

    google answered 10 questions. Mentions: 0.

  32. MonitorAgentReady

    openai answered 1 question. Mentions: 0.

  33. MonitorAgentReady

    openai answered 8 questions. Mentions: 0.

  34. MonitorAgentReady

    google answered 20 questions. Mentions: 0.

  35. MonitorAgentReady

    perplexity answered 10 questions. Mentions: 0.

  36. MonitorSprueSentry

    google answered 54 questions. Mentions: 0.

  37. MonitorSprueSentry

    perplexity answered 27 questions. Mentions: 3.

  38. MonitorGrailHawk

    openai answered 18 questions. Mentions: 0.

  39. MonitorGrailHawk

    google answered 24 questions. Mentions: 0.

  40. MonitorGrailHawk

    perplexity answered 12 questions. Mentions: 0.

Method and limits

How to read AgentReady Labs

The public read model shows what exists, what was later measured, and where the evidence boundary stops.

Owned experiment disclosure

We built these sites to test AgentReady on ourselves. Everything we do to grow them is public.

Failed verifies appear beside passes. Publication, application, verification, and measurement remain separate events.

Reading the record

  • Movement is observed after a change, not attributed to it.
  • Different project relationships and privacy limits remain visible.
  • Missing sources render as missing, never as invented zeroes.

Public read model generated August 14, 2026