brand_tracker
shallowai.fodda/brand-intelligence · Verify this server
Build a complete Brand Intelligence Profile by searching ALL knowledge graphs for a specific brand. Returns trend footprint (which trends the brand appears in), competitive landscape (co-occurring brands ranked by overlap), cross-graph presence, evidence timeline, lifecycle distribution, and bundled supplemental signals (Google Trends, Wikipedia, Amazon, earnings). Use when the query is about a specific company or brand — "What is Nike doing?", "Patagonia's innovation strategy", "How is Apple positioned?". This aggregates intelligence that would require dozens of separate web searches to assemble. Price: $30 per report.
1 trials · measured 8 days ago
brand_tracker scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.fodda/brand-intelligence, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Category
- Health
- Input schema
- declared
- Output schema
- not declared
- Side-effect classification
- unclassified
- Declared input schema
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "required": [ "brand_name" ], "properties": { "userId": { "type": "string", "description": "Optional user identifier for trial usage tracking." }, "graph_ids": { "type": "array", "items": { "type": "string" }, "description": "Optional: specific graph IDs to search. If omitted, searches ALL accessible graphs." }, "brand_name": { "type": "string", "description": "The brand name to look up (e.g. 'Nike', 'Adidas', 'Apple'). Case-insensitive." }, "max_evidence": { "type": "number", "description": "Maximum evidence items per graph. Default: 10. Max: 25." }, "include_evidence": { "type": "boolean", "description": "If true (default), include individual evidence items. Set to false for summary-only." } } }
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
| 2026-08-24 | 77.7 | deep | v0.1.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
| reliability | pass: 19, timeout: 1 |
| malformed_input | pass: 4 |
| timeout_honour | pass: 2 |
| cancellation | pass: 2 |
| concurrency | pass: 20 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/53bb5653-8a13-43db-905a-3370b6195e66)