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
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.
ratified site lab
GrailHawk
grailhawk.com
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.
owned site proving ground
ShelfHound
getshelfhound.com
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.
owned product self coverage
AgentReady
joinagentready.com
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.
owned shopify proving ground
William Painter
williampainter.com
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.
Content engine (Reach)
Internal validationStore-grounded content drafting and publishing, proven on owned stores. Internal research; not available in AgentReady.
Read the research recordAI answer monitoring
PausedSampled answer observation across assistants, dated July 2026. Internal research; not available in AgentReady.
Read the research recordProgram 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
Measured2 of 2
2 verified live of 2 applied (202 recommended)
Indexing
PendingNot in feed yet
Crawl and index confirmation is not in the public feed yet
Visibility
Measured14 of 753
Brand mentioned in 14 of 753 dated answer checks
Business movement
PendingNot in feed yet
Not claimed. These are owned hobby sites, not merchant ROI proof
Most mature experiment
SprueSentry
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
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.
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
- MonitorSprueSentry
openai answered 12 questions. Mentions: 0.
- MonitorSprueSentry
google answered 11 questions. Mentions: 0.
- ImplementSprueSentry
Applied Publish a "Which 40k boxes would you recommend?" comparison vs Games Workshop (content-item).
- Prove · failedSprueSentry
Recrawl found Publish a "Which 40k boxes would you recommend?" comparison vs Games Workshop not live yet.
- Prove · passedSprueSentry
Recrawl confirmed Publish a "Which 40k boxes would you recommend?" comparison vs Games Workshop is live.
- MonitorGrailHawk
openai answered 12 questions. Mentions: 0.
- MonitorGrailHawk
google answered 12 questions. Mentions: 0.
- MonitorGrailHawk
openai answered 11 questions. Mentions: 0.
- MonitorGrailHawk
google answered 11 questions. Mentions: 0.
- ImplementGrailHawk
Applied Publish a "Which Rolex Cosmograph Daytona would you recommend?" comparison vs WatchBox (content-item).
- Prove · failedGrailHawk
Recrawl found Publish a "Which Rolex Cosmograph Daytona would you recommend?" comparison vs WatchBox not live yet.
- MonitorSprueSentry
openai answered 12 questions. Mentions: 0.
- MonitorSprueSentry
google answered 12 questions. Mentions: 0.
- Prove · passedGrailHawk
Recrawl confirmed Publish a "Which Rolex Cosmograph Daytona would you recommend?" comparison vs WatchBox is live.
- MonitorGrailHawk
openai answered 22 questions. Mentions: 0.
- MonitorGrailHawk
google answered 22 questions. Mentions: 0.
- MonitorGrailHawk
perplexity answered 11 questions. Mentions: 0.
- MonitorGrailHawk
openai answered 35 questions. Mentions: 0.
- MonitorGrailHawk
google answered 34 questions. Mentions: 0.
- MonitorGrailHawk
perplexity answered 17 questions. Mentions: 0.
- MonitorShelfHound
google answered 10 questions. Mentions: 0.
- MonitorSprueSentry
openai answered 4 questions. Mentions: 0.
- MonitorSprueSentry
google answered 88 questions. Mentions: 0.
- MonitorSprueSentry
perplexity answered 44 questions. Mentions: 4.
- MonitorSprueSentry
google answered 92 questions. Mentions: 0.
- MonitorSprueSentry
perplexity answered 45 questions. Mentions: 7.
- MonitorSprueSentry
openai answered 1 question. Mentions: 0.
- MonitorGrailHawk
openai answered 15 questions. Mentions: 0.
- MonitorGrailHawk
google answered 24 questions. Mentions: 0.
- MonitorGrailHawk
perplexity answered 12 questions. Mentions: 0.
- MonitorAgentReady
google answered 10 questions. Mentions: 0.
- MonitorAgentReady
openai answered 1 question. Mentions: 0.
- MonitorAgentReady
openai answered 8 questions. Mentions: 0.
- MonitorAgentReady
google answered 20 questions. Mentions: 0.
- MonitorAgentReady
perplexity answered 10 questions. Mentions: 0.
- MonitorSprueSentry
google answered 54 questions. Mentions: 0.
- MonitorSprueSentry
perplexity answered 27 questions. Mentions: 3.
- MonitorGrailHawk
openai answered 18 questions. Mentions: 0.
- MonitorGrailHawk
google answered 24 questions. Mentions: 0.
- 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

