What we’re actually building to keep AI answers honest about your product.
Builder radar · Updated Jul 2026
Directions, not deadlines
When something ships, it moves left. Nothing sits in Now unless it runs in production today. Answer-derived claims link to stored evidence; technical and delivery cards name their separate inputs. Next is in active development; Future is honest exploration. See how we measure
Running today where included by the project plan. Coverage and freshness stay visible.
Supported API/search and consumer-browser transports sample your tracked buyer questions according to plan and availability. Each valid answer keeps its engine, timestamp and available citations; stale or missing coverage stays visible.
Visibility uses the latest valid comparable prompt-by-engine cells. You can open the stored answer, and provider, browser or judge failures are rejected instead of becoming brand absence.
See which tracked answers recommend a competitor, the evidence text behind that verdict, and where your brand is named, recommended or absent. Public niche leaderboards remain explicitly illustrative.
See the sources captured alongside competitor-winning answers and the surfaces you can own, pitch or participate in. A citation is evidence of association, not proof that a page caused the answer.
When a valid captured answer appears to conflict with an approved fact or describe another entity, BuilderRadar creates a reviewable alert. Independent model checks add confidence; they do not turn an alert into an unquestionable accusation.
Comparable substantial samples can surface when a competitor enters or leaves an answer or a new citation appears. Supported plans can route eligible events through configured email, Slack, or signed webhook channels; delivery state remains channel-specific.
Each evidenced lost answer can become a prioritized suggested play. When the same question and transport are observed later, the receipt shows before and after without claiming your action caused the change. You decide what ships.
In active development. Committed, but shipped only when it earns a spot in “Now”.
OpenAI Search BYOK is wired for eligible lifetime grants. Next is expanding provider coverage and clearer per-key usage diagnostics without changing the declared plan pool.
Building beyond today’s unbranded share links and plan-aware email paths toward customer-branded reports and clearer delivery receipts.
Adding an idempotent delivery-attempt and retry ledger to the signed outbound webhooks that already exist, so a transient receiver outage cannot silently lose an event.
Directions we’re validating. Honest maybes, not dated promises.
Sampling how the same question gets answered in different regions and languages, so visibility isn’t assumed to be one global number.
A read API for your visibility data to sit alongside the MCP tools that already ship today, so it can live in your own dashboards and agents.
Spotting the wobble in an answer before it flips against you, so a loss becomes something you catch coming rather than after the fact.
Run one evidence-gated AI-answer report on your brand. Answer verdicts link to stored text; coverage and heuristic priorities show their own inputs.