search_products
shallowai.whatareyoubuilding/wayb · Verify this server
Search the directory of builder products. Filter by free text, region, category, funding stage, whether the builder is actively raising, and what they are open to. Returns the matching products with their builder attribution and engagement stats. Call this whenever someone wants to find products or the people behind them by any of those axes — "who is building fintech in Nigeria", "indie AI tools whose founders are raising", "what has this person shipped". It is the right tool for deal sourcing and scouting: raising_status and open_to together answer "who wants to hear from an investor", and region is the axis this directory is organised around. Do not call it to rank or compare products by traction — that is get_leaderboard. Do not call it when you already hold a product id; get_product returns more per record. Funding is opt-in: funding_stage may be "undisclosed" and actively_raising may be null, both meaning the builder declined to say rather than that the answer is no.
2 trials · measured 2 days ago
search_products scores 100.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against ai.whatareyoubuilding/wayb, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- read-only— Heuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
| sample_call | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/55dea312-d323-43ae-831e-47221d7a44d1)