Panel shortlist presence
Report how often a reviewed entity appears in the frozen prompt, answer-surface, locale, and collection panel—never as market share.
Limited AI recommendation-integrity pilot
Measure which products selected AI answers name.
BotPicked is piloting controlled tests of unbranded shopping questions for ecommerce and SEO agencies serving model-rich consumer brands. The proposed deliverable combines reviewed product resolution, selected fact checks, and a clearly scoped evidence report—not a market-share verdict.
Selected low-risk product categories only · No payment on this site · Scope confirmed first
6,056saved legacy model runs inspected
6,026eligible legacy responses
45answers in the example baseline
31 matchesproduct-family rule; serial numbers not assessed
The proposed decision layer
See which product AI puts on the shortlist.
For challenger consumer brands and the ecommerce, SEO, and retail-media agencies testing whether AI names the current hero SKU, a predecessor, or a competitor.
Product-family patterns
Map a mention to an exact SKU only when uniquely identifiable; preserve family-level, predecessor, competitor, and unresolved mentions as such.
Integrity register
A reviewer checks selected material claims against dated first-party or regulator evidence and records what remains unverified.
A controlled panel, not a screenshot
Evidence your team can defend.
The proposed protocol separates observed results from interpretation, preserves raw evidence for client review, and reports uncertainty instead of hiding variance inside a proprietary score.
Shopping intents
Approve a versioned panel of unbranded use-case, constraint, comparison, and switching questions.
Declared surfaces
Randomize isolated runs across explicitly named answer surfaces, locale, and time. Retain source-answer identifiers and settings for client audit.
SKU + evidence graph
Map dated aliases, variants, and successors, then verify material facts against primary sources.
Evidence, not theatre
Show intervals, prompt sensitivity, and source-linked exceptions. A failed call is missing—not a brand non-mention.
Founder pricing
Start with one SKU. Expand by category.
Indicative business-pilot pricing. Final scope, surface access, timing, and a written quote are confirmed before work begins.
Free SKU fit check
A$0
- One SKU, category, and market
- Eligibility for a low-risk pilot category
- Proposed scope and evidence boundaries
- No collection promised until confirmed
Paid pilot
Verified SKU diagnostic
A$1,900 + GST · indicative one-off
- One category, agreed market, and current hero SKU
- Repeated declared-surface panel
- Reviewed product and competitor resolution
- Selected integrity exceptions, evidence pack, and readout
Recurring monitoring is scoped only after a completed diagnostic. Business buyers only · no checkout · no performance, placement, traffic, or revenue guarantee.
Free SKU fit check
Is your category right for the pilot?
Bring one hero SKU, one market, and the decision you need to make. Selected low-risk consumer-product categories only. Health, child-safety, finance, cybersecurity, and other consequential categories are excluded.
If the request fits the limited pilot, we will confirm the exact scope, timing, evidence boundaries, and written quote by email before any collection begins.
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