Cross-surface discovery platform

Become findable where buyers and AI systems decide.

Raito maps your visibility across search, app stores, local maps, social proof, directories, communities, and AI answers, then turns the gaps into a practical growth backlog.

Surface map

Discovery is measured across the places buyers compare.

The audit starts by mapping the surfaces that matter for the specific product or expert business, then ranks the gaps that are most useful to fix first.

  • SearchOrganic demand, snippets, entity claritypartial
  • Local/mapsProfiles, reviews, service evidencereview
  • App storesListing clarity, ratings, conversion loopsreview
  • Website/contentPages, proof, technical discoverabilitypartial
  • Social proofReviews, mentions, community trustreview
  • Directories/communitiesCategory pages, forums, comparison surfacesgap
  • AI answersDated prompts, visible caveats, competitorssnapshot
  • Reports/backlogPrioritized fixes and monthly evidenceplanned

Proof labs

Real lanes for proving the method by surface.

Dosley and Beatrice are proof labs, not the category. The platform stays general and publishes only dated, scoped evidence.

App/Product Discovery LabBaseline active

Dosley

Owned product lane for app-store presence, website clarity, review signals, social-to-app loops, and AI answer snapshots.

  • App stores
  • Website/content
  • Reviews
  • AI answers

Date checked: 2026-06-26Dated baseline fields are ready; public values wait for operator review.

Local/Service Discovery LabBaseline active

Beatrice

Owned service lane for local search, maps profile readiness, entity clarity, service pages, review signals, and referral surfaces.

  • Local/maps
  • Search
  • Reviews
  • Directories

Date checked: 2026-06-26Baseline evidence is limited to discovery surfaces and reviewable source notes.

External PilotQualification open

Open Pilot Lane

Independent partner lane for testing whether the same audit and report system works outside owned assets.

  • Surface inventory
  • Competitors
  • AI answers
  • Backlog

Date checked: 2026-06-26No pilot results are published because no participant has been selected.

Report artifacts

A fixed-scope audit turns messy visibility into a ranked backlog.

You get a surface inventory, competitor snapshot, AI visibility baseline, and prioritized fix list. AI visibility is a dated measurement layer with caveats, not a placement promise.

Request a Discovery Audit

Evidence Snapshot

Sample artifact
Surface coverage4 of 8 sample surfaces mapped
Surfaces measured
Search, local/maps, app stores, AI answers
Visibility gaps
Directories, comparison pages, review prompts
Top competitors
Shown as named rows after evidence review
Next 30 days
Fix list ranked by impact, effort, speed, and risk

Date checked: June 26, 2026Layout sample only. Live reports use dated evidence and clear caveats.

  1. P1Reports/backlog

    Complete the cross-surface inventory.

    Record where the business appears, where access is missing, and what evidence supports each finding.

  2. P1AI answers

    Run a dated visibility snapshot.

    Use fixed prompts, capture visible competitors, and avoid treating one model response as a guarantee.

  3. P2Website/content

    Turn positioning gaps into page fixes.

    Prioritize clarifying pages, proof blocks, metadata, and internal links before broader campaigns.

Research trust

The site is built around evidence standards, not vague growth claims.

Discovery surfaces

Buyers compare across more than websites.

The audit starts with the surfaces where a specific product or expert business can actually be found.

Evidence discipline

Snapshots are dated, scoped, and caveated.

Reports separate observed evidence from recommendations, so the backlog stays practical.

Proof labs

Owned labs help test the operating model.

Dosley and Beatrice prove methods by surface while Raito stays a general discovery platform.

General Discovery Audit

Start with the surfaces, competitors, snapshots, and next fixes.

The first step is a concrete audit that shows where you are findable today, where you are missing, and what to improve over the next 30 days.

Request a Discovery Audit