AI Query Runner
The weekly battery: every active prompt is sent to Claude, GPT-4o, Gemini, and Perplexity, and each answer is parsed into structured entity mentions.
Run controls
All active prompts × all configured models, sequentially with spacing.
Re-run a single model across all prompts — useful when a model fails or updates.
Additional data layers — independent of the AI visibility pipeline; failures here never affect mention data.
Last run
Jul 11, 2026
completed · 252 mentions from 36 prompts
Next scheduled run
Mon, Jul 13
Mondays 06:00 UTC via Vercel Cron
Active prompts
42
42 total in library
Queries per run
168
Active prompts × 4 models
Prompt library
| Prompt | Scope | Type | Status |
|---|---|---|---|
| Which athletes have the strongest personal brands independent of their team performance? | All leagues | top players | |
| What are the most significant sports business news stories involving individual athletes across all major sports this week? | All leagues | news | |
| Who are the most marketable athletes in the world right now? | All leagues | top players | |
| Which sports franchises have the most global brand recognition? | All leagues | brand | |
| Which sports teams have the most valuable brands in North America? | All leagues | brand | |
| Which North American sports franchises are best positioned for valuation growth over the next five years? | All leagues | value | |
| Which sports teams have the best social media presence and digital following? | All leagues | brand | |
| Which MLB franchises are most likely to increase in value over the next three years? | MLB | value | |
| Name the top MLB players right now. | MLB | top players | |
| What are the most significant sports business news stories in MLB this week? | MLB | news | |
| Who are the five most valuable MLB franchises? | MLB | value | |
| Which MLB teams have the strongest brand? | MLB | brand | |
| Which MLB teams would you recommend for a brand sponsorship deal? | MLB | brand | |
| Which MLS teams have the strongest brand? | MLS | brand | |
| Who are the five most valuable MLS franchises? | MLS | value | |
| Who is the most recognizable player in MLS? | MLS | top players | |
| Which MLS franchises are most likely to increase in value over the next three years? | MLS | value | |
| What are the most significant sports business news stories in MLS this week? | MLS | news | |
| Which NBA teams would you recommend for a global brand sponsorship deal? | NBA | brand | |
| Which NBA franchises are most likely to increase in value over the next three years? | NBA | value | |
| Who are the five most valuable NBA franchises? | NBA | value | |
| What are the most significant sports business news stories in the NBA this week? | NBA | news | |
| Name the top NBA players right now. | NBA | top players | |
| Which NBA teams have the strongest brand? | NBA | brand | |
| Which NBA teams are the best right now? | NBA | top teams | |
| Which NBA players have the strongest personal brands independent of their team? | NBA | top players | |
| Name the top NFL players right now. | NFL | top players | |
| Who is the most recognizable player in the NFL? | NFL | top players | |
| Who are the five most valuable NFL franchises? | NFL | value | |
| Which NFL franchises are most likely to increase in value over the next three years? | NFL | value | |
| Which NFL teams would you recommend for a major brand sponsorship deal? | NFL | brand | |
| Which NFL teams are the best right now? | NFL | top teams | |
| Which NFL teams have the strongest brand? | NFL | brand | |
| What are the most significant sports business news stories in the NFL this week? | NFL | news | |
| Which NHL franchises are most likely to increase in value over the next three years? | NHL | value | |
| Which NHL teams have the strongest brand? | NHL | brand | |
| Who are the five most valuable NHL franchises? | NHL | value | |
| What are the most significant sports business news stories in the NHL this week? | NHL | news | |
| Name the top NHL players right now. | NHL | top players | |
| Which NHL teams are the best right now? | NHL | top teams | |
| Which WNBA players have the strongest personal brands? | WNBA | top players | |
| Name the top WNBA players right now. | WNBA | top players |
Run history
| Date | Status | Prompts | Mentions | Notes |
|---|---|---|---|---|
| Jul 11, 2026 | completed | 36 | 252 | — |
| Jul 11, 2026 | stopped | 2 | 0 | — |
| Jul 11, 2026 | failed | 36 | 0 | "Which NBA teams have the strongest brand?" (gemini): Gemini 404: { "error": { "code": 404, "message": "This model models/gemini-2.0-flash is no longer available. Please update your code to use a newer model for the latest features and improvements.", "status": "NOT_FOUND" } } | "Which NHL teams have the strongest brand?" (gemini): Gemini 404: { "error": { "code": 404, "message": "This model models/gemini-2.0-flash is no longer available. Please update your code to use a newer model for the latest features and improvements.", "status": "NOT_FOUND" } } | "Which MLB teams would you recommend for a brand sponsorship deal?" (gemini): Gemini 404: { "error": { "code": 404, "message": "This model models/gemini-2.0-flash is no longer available. Please update your code to use a newer model for the latest features and improvements.", "status": "NOT_FOUND" } } | "Which sports teams have the best social media presence and digital following?" (gemini): Gemini 404: { "error": { "code": 404, "message": "This model models/gemini-2.0-flash is no longer available. Please update your code to use a newer model for the latest features and improvements.", "status": "NOT_FOUND" } } | "Who are the most marketable athletes in the world right now?" (gemini): Gemini 404: { "error": { "code": 404, "message": "This model models/gemini-2.0-flash is no longer available. Please update your code to use a newer model for the latest features and improvements.", "status": "NOT_FOUND" } } |
| Jul 11, 2026 | failed | 36 | 0 | "Which NBA teams have the strongest brand?" (gemini): Gemini 404: { "error": { "code": 404, "message": "models/gemini-1.5-flash is not found for API version v1beta, or is not supported for generateContent. Call ModelService.ListModels to see the list of available models and their supported methods.", "status": "NOT_FOUND" } } | "Which NHL teams have the strongest brand?" (gemini): Gemini 404: { "error": { "code": 404, "message": "models/gemini-1.5-flash is not found for API version v1beta, or is not supported for generateContent. Call ModelService.ListModels to see the list of available models and their supported methods.", "status": "NOT_FOUND" } } | "Which MLB teams would you recommend for a brand sponsorship deal?" (gemini): Gemini 404: { "error": { "code": 404, "message": "models/gemini-1.5-flash is not found for API version v1beta, or is not supported for generateContent. Call ModelService.ListModels to see the list of available models and their supported methods.", "status": "NOT_FOUND" } } | "Which sports teams have the best social media presence and digital following?" (gemini): Gemini 404: { "error": { "code": 404, "message": "models/gemini-1.5-flash is not found for API version v1beta, or is not supported for generateContent. Call ModelService.ListModels to see the list of available models and their supported methods.", "status": "NOT_FOUND" } } | "Who are the most marketable athletes in the world right now?" (gemini): Gemini 404: { "error": { "code": 404, "message": "models/gemini-1.5-flash is not found for API version v1beta, or is not supported for generateContent. Call ModelService.ListModels to see the list of available models and their supported methods.", "status": "NOT_FOUND" } } |
| Jul 11, 2026 | completed | 36 | 712 | "Which NFL teams would you recommend for a major brand sponsorship deal?" (gemini): Gemini 404: { "error": { "code": 404, "message": "This model models/gemini-2.5-flash is no longer available to new users. Please update your code to use a newer model for the latest features and improvements.", "status": "NOT_FOUND" } } | "Who are the five most valuable MLB franchises?" (gemini): Gemini 404: { "error": { "code": 404, "message": "This model models/gemini-2.5-flash is no longer available to new users. Please update your code to use a newer model for the latest features and improvements.", "status": "NOT_FOUND" } } | "Which NFL franchises are most likely to increase in value over the next three years?" (gemini): Gemini 404: { "error": { "code": 404, "message": "This model models/gemini-2.5-flash is no longer available to new users. Please update your code to use a newer model for the latest features and improvements.", "status": "NOT_FOUND" } } | "Which sports franchises have the most global brand recognition?" (gemini): Gemini 404: { "error": { "code": 404, "message": "This model models/gemini-2.5-flash is no longer available to new users. Please update your code to use a newer model for the latest features and improvements.", "status": "NOT_FOUND" } } |
| Jul 10, 2026 | running | 0 | 0 | — |
How a run works
Prompts run one at a time, and within each prompt the models run sequentially — Claude → GPT-4o → Gemini → Perplexity — with 2s between model calls and 3s between prompts to stay inside Gemini and Perplexity rate limits. Results are written as each model completes, so a mid-run failure keeps everything already recorded. A full batch takes 10–15 minutes and is automatically split into chained segments to fit serverless duration limits; progress streams live above.
Scheduling & testing
A Vercel Cron job hits
/api/run-queries every Monday at 06:00 UTC, authenticated with CRON_SECRET. To verify a single prompt end-to-end (all four models, same spacing), open /api/run-queries?promptId=<id> directly in the browser — no token needed from your own session; external callers still need the bearer token.