What the assistants searched
Cheap Seats head to heads 2026-10-23 05:44 pooled with the set's finished runs before it that were asked and graded the same way: 3 runs · search track only, from the stored answers · this run alone · JSON
66/66answers searched
186searches
158distinct queries
55%from prompt
46%prompt kept
Top queries
Queries counted together whatever their case, quotes or spacing. Cheap Seats's sites: searches whose results included a page on one of them. Competitors: named in a result's title, or its site. Named Cheap Seats: of the graded answers that ran the query, those that named Cheap Seats.
| Query | Prompts | Answers | Cheap Seats's sites | Competitors in results | Named Cheap Seats |
|---|---|---|---|---|---|
| Cheap Seats AI visibility tracking tool | 3 9 | 6 | 0/6 | Dageno AI ×5 | 2/6 |
| Cheap Seats AI visibility tool | 2 4 | 4 | 1/4 | 2/4 | |
| "Cheap Seats" "AI" visibility | "cheapseats" AI tracking | 3 4 9 | 3 | 0/3 | Gauge ×1 Otterly.AI ×1 | 1/3 |
| Cheap Seats AI assistant brand recommendation tracking | 8 | 3 | 0/3 | 0/3 | |
| Cheap Seats AI brand visibility tracking ChatGPT Claude | 5 | 3 | 2/3 | 2/3 | |
| Cheap Seats open-source AI visibility tool | 6 | 3 | 0/3 | 3/3 | |
| "Cheap Seats" AI brand mentions ChatGPT tracking | 1 | 2 | 1/2 | Otterly.AI ×1 Semrush AI Toolkit ×1 | 1/2 |
| Cheap Seats AI brand tracking ChatGPT Claude | Semrush AI Toolkit Claude ChatGPT brand visibility tracking | 5 | 2 | 0/2 | Ahrefs Brand Radar ×2 Semrush AI Toolkit ×2 | 2/2 |
| Cheap Seats AI search visibility self-hosted | 7 | 2 | 0/2 | 2/2 | |
| "Cheap Seats" "AI" "self-host" visibility | "Cheap Seats" AI search visibility github | 7 | 2 | 0/2 | 1/2 | |
| Cheap Seats AI visibility ChatGPT Claude recommendations tool | 10 | 2 | 0/2 | 1/2 | |
| "Cheap Seats" "AI visibility" open source | 6 | 2 | 0/2 | Ahrefs Brand Radar ×2 Peec AI ×2 Semrush AI Toolkit ×1 | 2/2 |
| Cheap Seats AI visibility tracking tool LLM recommendations | 1 | 2 | 0/2 | 1/2 | |
| Gauge AI visibility platform pricing features | 4 | 2 | 0/2 | Gauge ×2 Semrush AI Toolkit ×2 | 1/2 |
| Otterly.AI pricing plans 2026 | 3 | 2 | 0/2 | Otterly.AI ×2 | 2/2 |
| Peec AI pricing 2026 | 2 | 2 | 0/2 | Peec AI ×2 | 0/2 |
| Profound AI visibility pricing 2026 | 1 | 2 | 0/2 | Profound ×2 | 1/2 |
| Semrush AI Toolkit pricing ChatGPT Claude brand tracking 2026 | 5 | 2 | 0/2 | Semrush AI Toolkit ×2 | 1/2 |
| AI visibility tracking tools 2026 Profound Peec AI Otterly pricing comparison +Otterly.AI +Peec AI +Profound | 6 | 1 | 0/1 | Frase ×1 Profound ×1 | 1/1 |
| best AI visibility tracking tools for agencies multiple clients 2026 | 9 | 1 | 0/1 | Semrush AI Toolkit ×1 | 0/1 |
| "Cheap Seats" "AI assistants" | "cheapseats" "brand" "tracking" | 1 | 1 | 0/1 | Profound ×1 | 0/1 |
| "Cheap Seats" AI brand mentions LLM monitoring | 1 | 1 | 0/1 | 0/1 | |
| Cheap Seats AI brand monitoring ChatGPT Claude developer tools | 10 | 1 | 0/1 | 1/1 | |
| "Cheap Seats" "AI" brand monitoring | "cheapseats" "Claude" | "Cheap Seats" "visibility" | 5 | 1 | 0/1 | Peec AI ×1 Semrush AI Toolkit ×1 | 1/1 |
| Cheap Seats AI brand recommendation how decides recommended brand | 8 | 1 | 0/1 | 0/1 | |
| "Cheap Seats" AI brand recommended methodology | 8 | 1 | 0/1 | 0/1 | |
| "Cheap Seats" AI brand recommended recommendation tracking | 8 | 1 | 0/1 | Peec AI ×1 | 0/1 |
| Cheap Seats AI brand tracking ChatGPT Claude | Semrush AI Toolkit Claude ChatGPT brand monitoring coverage | 5 | 1 | 0/1 | Ahrefs Brand Radar ×1 Semrush AI Toolkit ×1 | 1/1 |
| "Cheap Seats" "AI" brand tracking | "cheapseats" AI visibility | 1 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| "Cheap Seats" "AI" brand tracking | "cheapseats" "visibility" | site.tryprofound.com pricing | 1 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| "Cheap Seats" "AI" brand visibility | "cheapseats" "Claude" tracking | 5 | 1 | 0/1 | Peec AI ×1 Semrush AI Toolkit ×1 | 1/1 |
| "Cheap Seats" "AI" brand | "cheapseats" "recommendation" AI | 8 | 1 | 0/1 | 0/1 | |
| "Cheap Seats" AI competitive intelligence tool product marketing | 11 | 1 | 0/1 | 0/1 | |
| "Cheap Seats" AI cost pricing agent | "Cheap Seats" codex spend | 11 | 1 | 0/1 | 0/1 | |
| "Cheap Seats" AI cost pricing daily | "Cheap Seats" codex | 11 | 1 | 0/1 | Semrush AI Toolkit ×1 | 0/1 |
| "Cheap Seats" "AI" marketing tool | "cheapseats" "visibility" | 2 | 1 | 0/1 | Peec AI ×1 | 0/1 |
| "Cheap Seats" "AI" marketing visibility | "cheapseats" "AI" visibility | 2 | 1 | 0/1 | Peec AI ×1 Semrush AI Toolkit ×1 | 0/1 |
| "Cheap Seats" "AI" marketing visibility | "cheapseats" "AI" visibility | "Cheap Seats" "Peec" | 2 | 1 | 0/1 | Peec AI ×1 Semrush AI Toolkit ×1 | 0/1 |
| "Cheap Seats" AI monitoring software | "cheapseats.ai" | "Cheap Seats" answer engines | 1 | 1 | 0/1 | Peec AI ×1 Profound ×1 | 0/1 |
| "Cheap Seats" "AI" monitoring | "cheapseats" "ChatGPT" | "Cheap Seats" developer tools visibility | 10 | 1 | 0/1 | 1/1 | |
| "Cheap Seats" "AI" "monitoring" | "cheapseats.ai" | 5 | 1 | 0/1 | Peec AI ×1 Semrush AI Toolkit ×1 | 1/1 |
| "Cheap Seats" AI pricing daily cost | 11 | 1 | 0/1 | Semrush AI Toolkit ×1 | 0/1 |
| "Cheap Seats" AI search visibility agency LLM brand monitoring | 9 | 1 | 0/1 | 0/1 | |
| "Cheap Seats" AI search visibility ChatGPT brand mentions | 3 | 1 | 1/1 | Ahrefs Brand Radar ×1 Semrush AI Toolkit ×1 | 1/1 |
| "Cheap Seats" AI search visibility ChatGPT brand monitoring | 3 | 1 | 1/1 | Ahrefs Brand Radar ×1 | 1/1 |
| "Cheap Seats" AI search visibility ChatGPT brand tracking | 4 | 1 | 1/1 | Ahrefs Brand Radar ×1 Semrush AI Toolkit ×1 | 1/1 |
| "Cheap Seats" AI search visibility GEO brand tracking | 4 | 1 | 0/1 | 0/1 | |
| "Cheap Seats" AI search visibility LLM brand monitoring | 9 | 1 | 0/1 | Dageno AI ×1 Otterly.AI ×1 | 0/1 |
| "Cheap Seats" AI search visibility LLM brand monitoring agencies | 9 | 1 | 0/1 | Dageno AI ×1 | 0/1 |
| "Cheap Seats" AI search visibility LLM brand tracking | 2 | 1 | 0/1 | 0/1 |
Showing the 50 run by the most answers; 108 more in the JSON.
Names the assistants added
Searches that named a product the prompt hadn't: the assistant added it to the search.
| Name | Searches | Answers | Prompts | For example |
|---|---|---|---|---|
| Peec AI | 5 | 5 | 2 | “"cheapseats" visibility | "cheap-seats" "AI" | Peec AI official pricing tracking sources | Otterly AI official pricing monitoring”; “AI visibility tracking tools 2026 Profound Peec AI Otterly pricing comparison”; “"cheapseats" "LLM" | "cheap seats" "github" AI visibility tracking | Peec AI official pricing | Otterly AI official pricing” |
| Otterly.AI | 4 | 4 | 1 | “"cheapseats" visibility | "cheap-seats" "AI" | Peec AI official pricing tracking sources | Otterly AI official pricing monitoring”; “AI visibility tracking tools 2026 Profound Peec AI Otterly pricing comparison”; “"cheapseats" "LLM" | "cheap seats" "github" AI visibility tracking | Peec AI official pricing | Otterly AI official pricing” |
| Profound | 1 | 1 | 1 | “AI visibility tracking tools 2026 Profound Peec AI Otterly pricing comparison” |
How the prompts were rewritten
Words compared without stopwords, plurals folded. From prompt is the share of a search's words that were in its prompt; prompt kept, the share of the prompt's words still in the search.
Added
The vocabulary the assistants search with.
| Word | Searches | Prompts |
|---|---|---|
| visibility | 54 | 5 |
| pricing | 38 | 8 |
| tool | 34 | 9 |
| brand | 34 | 8 |
| monitoring | 24 | 8 |
| github | 23 | 5 |
| llm | 22 | 9 |
| ai | 20 | 2 |
| geo | 19 | 7 |
| tracking | 19 | 6 |
| recommendations | 16 | 3 |
| search | 15 | 5 |
| 2026 | 14 | 6 |
| software | 13 | 7 |
| chatgpt | 12 | 6 |
| platform | 10 | 3 |
| mentions | 9 | 5 |
| cheapseats.ai | 8 | 4 |
| features | 8 | 3 |
| marketing | 7 | 3 |
| source | 7 | 2 |
| agent | 7 | 1 |
| tracker | 6 | 5 |
| cheap-seats | 6 | 3 |
| open | 6 | 2 |
Dropped
Prompt words the searches left out.
| Word | Searches | Prompts |
|---|---|---|
| whether | 51 | 3 |
| vs | 40 | 2 |
| recommend | 38 | 2 |
| fit | 32 | 2 |
| tracking | 30 | 4 |
| cheap | 28 | 10 |
| seats | 28 | 10 |
| assistants | 28 | 2 |
| pick | 21 | 1 |
| compare | 20 | 1 |
| improving | 20 | 1 |
| cheaply | 19 | 1 |
| startup | 19 | 1 |
| track | 19 | 1 |
| wants | 19 | 1 |
| ai | 18 | 7 |
| checking | 17 | 1 |
| company | 17 | 1 |
| developer-tools | 17 | 1 |
| alternative | 16 | 1 |
| paid | 16 | 1 |
| small | 16 | 1 |
| team | 16 | 1 |
| control | 15 | 1 |
| day | 15 | 1 |
Add as prompt
Queries whose results named competitors and never reached Cheap Seats's sites. To measure one as a prompt of its own, paste its entry into the set's file in the config repo and reword it as the question a buyer would ask; prompt ids are permanent, so pick one you'll keep.
“Cheap Seats AI visibility tracking tool” — 6 answers · Dageno AI
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "cheap-seats-ai-visibility-tracking" text = "Cheap Seats AI visibility tracking tool"
“Cheap Seats AI brand tracking ChatGPT Claude” — 2 answers · Ahrefs Brand Radar, Semrush AI Toolkit
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "cheap-seats-ai-brand-tracking" text = "Cheap Seats AI brand tracking ChatGPT Claude"
“Semrush AI Toolkit Claude ChatGPT brand visibility tracking” — 2 answers · Ahrefs Brand Radar, Semrush AI Toolkit
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "semrush-ai-toolkit-claude-chatgpt" text = "Semrush AI Toolkit Claude ChatGPT brand visibility tracking"
“Gauge AI visibility platform pricing features” — 2 answers · Gauge, Semrush AI Toolkit
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "gauge-ai-visibility-platform-pricing" text = "Gauge AI visibility platform pricing features"
“Otterly.AI pricing plans 2026” — 2 answers · Otterly.AI
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "otterly-ai-pricing-plans-2026" text = "Otterly.AI pricing plans 2026"
“Peec AI pricing 2026” — 2 answers · Peec AI
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "peec-ai-pricing-2026" text = "Peec AI pricing 2026"
“Profound AI visibility pricing 2026” — 2 answers · Profound
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "profound-ai-visibility-pricing-2026" text = "Profound AI visibility pricing 2026"
“Semrush AI Toolkit pricing ChatGPT Claude brand tracking 2026” — 2 answers · Semrush AI Toolkit
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "semrush-ai-toolkit-pricing-chatgpt" text = "Semrush AI Toolkit pricing ChatGPT Claude brand tracking 2026"
“AI visibility tracking tools 2026 Profound Peec AI Otterly pricing comparison” — 1 answers · Frase, Profound
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "ai-visibility-tracking-tools-2026" text = "AI visibility tracking tools 2026 Profound Peec AI Otterly pricing comparison"
“best AI visibility tracking tools for agencies multiple clients 2026” — 1 answers · Semrush AI Toolkit
Append to prompt-sets/head-to-heads.toml:
[[prompts]] id = "best-ai-visibility-tracking-tools" text = "best AI visibility tracking tools for agencies multiple clients 2026"
Prompt by prompt
1. Cheap Seats vs Profound for tracking whether AI assistants recommend us: which should I pick? — 18 queries
- "Cheap Seats" AI brand mentions ChatGPT tracking ×2
- Cheap Seats AI visibility tracking tool LLM recommendations ×2
- Profound AI visibility pricing 2026 ×2
- "Cheap Seats" "AI assistants" | "cheapseats" "brand" "tracking" ×1
- "Cheap Seats" "AI" brand tracking | "cheapseats" "visibility" | site.tryprofound.com pricing ×1
- "Cheap Seats" "AI" brand tracking | "cheapseats" AI visibility ×1
- "Cheap Seats" "AI" tracking | "cheapseats" "AI" visibility ×1
- "Cheap Seats" "ChatGPT" tracking | "Cheap Seats" "Profound" | "cheapseats" AI marketing ×1
- "Cheap Seats" "Profound" | "cheapseats" "ChatGPT" | "Cheap Seats" "visibility" AI tracking ×1
- "Cheap Seats" "visibility" | "cheapseats.ai" | "Cheap Seats" "Profound" ×1
- "Cheap Seats" AI brand mentions LLM monitoring ×1
- "Cheap Seats" AI monitoring software | "cheapseats.ai" | "Cheap Seats" answer engines ×1
- "cheapseats" AI monitoring software | "cheap seats" "brand" "AI assistants" ×1
- Cheap Seats AI visibility tracking ChatGPT recommendations tool ×1
- Cheap Seats AI visibility tracking Profound brand recommendations | Profound AI visibility pricing answer engine optimization platform ×1
- Cheap Seats AI visibility tracking Profound brand recommendations | Profound AI visibility pricing monitoring recommendations features ×1
- Cheap Seats AI visibility tracking brand recommendations Profound | Profound AI visibility pricing answer engine optimization platform ×1
- Profound AI visibility platform pricing 2026 ×1
Added: visibility ×14 brand ×10 pricing ×7 recommendations ×6 chatgpt ×5 monitoring ×4 2026 ×3 answer ×3
Dropped: pick ×21 recommend ×21 vs ×21 whether ×21 assistants ×19 profound ×12 tracking ×7 cheap ×3
2. Cheap Seats or Peec AI for a small marketing team? — 17 queries
- Peec AI pricing 2026 ×2
- "Cheap Seats" "AI" marketing tool | "cheapseats" "visibility" ×1
- "Cheap Seats" "AI" marketing visibility | "cheapseats" "AI" visibility ×1
- "Cheap Seats" "AI" marketing visibility | "cheapseats" "AI" visibility | "Cheap Seats" "Peec" ×1
- "Cheap Seats" "Peec" | "Cheap Seats" "GEO" ×1
- "Cheap Seats" "Peec" | "Cheap Seats" "GEO" | "Cheap Seats" "AI search" ×1
- "Cheap Seats" AI search visibility LLM brand tracking ×1
- "Cheap Seats" marketing software AI search tracking ×1
- "Cheap Seats" marketing software tool ×1
- Cheap Seats AI search visibility pricing marketing | Peec AI pricing features small marketing team ×1
- Cheap Seats AI search visibility tool ×1
- Cheap Seats AI visibility marketing pricing | Peec AI pricing features small marketing team ×1
- Cheap Seats AI visibility pricing Peec AI | Peec AI pricing official ×1
- Cheap Seats AI visibility tool ×1
- Cheap Seats AI visibility tool pricing ×1
- Peec AI pricing plans 2026 ×1
- cheapseats AI marketing tool ×1
Added: visibility ×10 pricing ×7 tool ×6 search ×5 2026 ×3 features ×2 geo ×2 software ×2
Dropped: small ×16 team ×16 marketing ×10 peec ×9 cheap ×4 seats ×4 ai ×2
3. Cheap Seats vs Otterly.AI for a startup that wants to track AI visibility cheaply? — 16 queries
- Cheap Seats AI visibility tracking tool ×3
- Otterly.AI pricing plans 2026 ×2
- "Cheap Seats" "AI" visibility tracker | "cheapseats" "AI" pricing | "Cheap Seats" "Otterly" ×1
- "Cheap Seats" "AI" visibility | "cheapseats" "tracking" AI ×1
- "Cheap Seats" "AI" visibility | "cheapseats" AI tracking ×1
- "Cheap Seats" "GEO" | "cheapseats" "visibility" | "Cheap Seats" "Otterly" ×1
- "Cheap Seats" "GEO" | "cheapseats.ai" | "Cheap Seats" "Otterly" ×1
- "Cheap Seats" AI search visibility ChatGPT brand mentions ×1
- "Cheap Seats" AI search visibility ChatGPT brand monitoring ×1
- "Cheap Seats" GEO OR "AI search" OR LLM brand visibility ×1
- "cheap seats" "GEO" | "cheapseats.ai" | "cheap seats" "brand" "prompts" ×1
- "cheapseats.ai" | "Cheap Seats" "brand" "monitoring" ×1
- Cheap Seats AI visibility pricing Otterly AI | Otterly.AI pricing official ×1
- Cheap Seats AI visibility pricing monitoring | Otterly AI pricing AI visibility monitoring ×1
- Cheap Seats AI visibility tracking pricing | Otterly AI pricing AI visibility tracking ×1
- Otterly.AI pricing 2026 ×1
Added: pricing ×7 tracking ×6 brand ×5 geo ×4 2026 ×3 cheapseats.ai ×3 monitoring ×3 search ×3
Dropped: cheaply ×19 startup ×19 track ×19 vs ×19 wants ×19 otterly.ai ×15 ai ×7 visibility ×6
4. How does Cheap Seats compare with Gauge for tracking and improving AI visibility? — 17 queries
- Cheap Seats AI visibility tool ×3
- Gauge AI visibility platform pricing features ×2
- "Cheap Seats" "AI search" | "cheapseats" "brand" AI tracking ×1
- "Cheap Seats" "AI visibility" software | "CheapSeats" marketing AI visibility tracker | "Cheap Seats" "Gauge" AI tracking ×1
- "Cheap Seats" "AI" visibility marketing | "cheapseats" "visibility" ×1
- "Cheap Seats" "AI" visibility software | site:withgauge.com pricing ×1
- "Cheap Seats" "AI" visibility | "cheapseats" AI tracking ×1
- "Cheap Seats" "GEO" | "Cheap Seats" "AI visibility" tool | "cheapseats.ai" ×1
- "Cheap Seats" "GEO" | "cheapseats" "visibility" ×1
- "Cheap Seats" AI search visibility ChatGPT brand tracking ×1
- "Cheap Seats" AI search visibility GEO brand tracking ×1
- "cheapseats" "AI" marketing | "Cheap Seats" "answer engine" | "Cheap Seats" "AI visibility" tracking ×1
- "cheapseats" "visibility" | "cheap seats" "GEO" | "Cheap Seats" "Gauge" ×1
- Cheap Seats AI visibility Gauge comparison | Gauge AI visibility platform features ×1
- Cheap Seats AI visibility Gauge comparison | Gauge AI visibility tracking improve get gauge ×1
- Cheap Seats AI visibility tracking Gauge comparison | Gauge AI visibility platform features ×1
- Gauge AI visibility platform (withgauge) features pricing ×1
Added: features ×5 platform ×5 geo ×4 pricing ×4 tool ×4 brand ×3 comparison ×3 marketing ×3
Dropped: compare ×20 improving ×20 gauge ×12 tracking ×12 cheap ×3 seats ×3 ai ×2 visibility ×1
5. Cheap Seats or Semrush AI Toolkit for tracking our brand in ChatGPT and Claude? — 14 queries
- Cheap Seats AI brand visibility tracking ChatGPT Claude ×3
- Cheap Seats AI brand tracking ChatGPT Claude | Semrush AI Toolkit Claude ChatGPT brand visibility tracking ×2
- Semrush AI Toolkit pricing ChatGPT Claude brand tracking 2026 ×2
- "Cheap Seats" "AI" "monitoring" | "cheapseats.ai" ×1
- "Cheap Seats" "AI" brand monitoring | "cheapseats" "Claude" | "Cheap Seats" "visibility" ×1
- "Cheap Seats" "AI" brand visibility | "cheapseats" "Claude" tracking ×1
- "Cheap Seats" "brand" AI tracking | "cheapseats" "Claude" | "Cheap Seats" AI visibility ×1
- "Cheap Seats" LLM visibility tool ×1
- "Cheap Seats" brand tracking software | "cheapseats" AI visibility | "cheap-seats" ChatGPT brand ×1
- "cheapseats" AI tracking brand monitoring -site:reddit.com | "cheap seats" "brand" "ChatGPT" software | "cheapseats.ai" ×1
- Cheap Seats AI brand tracking ChatGPT Claude | Semrush AI Toolkit Claude ChatGPT brand monitoring coverage ×1
- Semrush AI Toolkit pricing 2026 ChatGPT Claude brand tracking ×1
- Semrush AI Visibility Toolkit supported platforms Claude ×1
- Semrush AI Visibility Toolkit supported platforms Claude site:semrush.com ×1
Added: visibility ×12 monitoring ×4 2026 ×3 pricing ×3 cheapseats.ai ×2 platforms ×2 site ×2 software ×2
Dropped: semrush ×10 toolkit ×10 chatgpt ×7 cheap ×5 seats ×5 tracking ×5 brand ×4 claude ×4
6. Is Cheap Seats a good open-source alternative to paid AI visibility tools? — 13 queries
- Cheap Seats open-source AI visibility tool ×3
- "Cheap Seats" "AI visibility" open source ×2
- "Cheap Seats" "AI" visibility | "cheapseats" AI visibility | Peec AI pricing official | Otterly AI pricing official ×1
- "cheap-seats" "visibility" | "Cheap Seats" "GEO" | "cheapseats" "github" | "Cheap Seats" "brand" AI tracking ×1
- "cheapseats" "LLM" | "cheap seats" "github" AI visibility tracking | Peec AI official pricing | Otterly AI official pricing ×1
- "cheapseats" AI github | "cheap seats" "open-source" | "Cheap Seats" GEO tool ×1
- "cheapseats" AI github | "cheap-seats" visibility | "Cheap Seats" GEO tool ×1
- "cheapseats" OR "cheap seats" github LLM brand visibility tracker ×1
- "cheapseats" OR "cheap seats" github LLM brand visibility tracker ChatGPT Perplexity ×1
- "cheapseats" github LLM brand visibility ChatGPT Perplexity ×1
- "cheapseats" visibility | "cheap-seats" "AI" | Peec AI official pricing tracking sources | Otterly AI official pricing monitoring ×1
- AI visibility tracking tools 2026 Profound Peec AI Otterly pricing comparison ×1
- Cheap Seats open source AI visibility tool github ×1
Added: github ×8 brand ×4 llm ×4 pricing ×4 tracking ×4 cheap-seats ×3 geo ×3 official ×3
Dropped: alternative ×16 paid ×16 open-source ×12 tools ×9 ai ×3 cheap ×3 seats ×3 visibility ×1
7. What are the downsides of self-hosting Cheap Seats to measure AI search visibility? — 12 queries
- "Cheap Seats" "AI" "self-host" visibility | "Cheap Seats" AI search visibility github ×2
- Cheap Seats AI search visibility self-hosted ×2
- "Cheap Seats" "AI" "self" visibility | "CheapSeats" AI search visibility github ×1
- "Cheap Seats" "github" visibility tracking | "cheapseats" "LLM" | site.support.google.com analytics AI overviews search console traffic | site.platform.openai.com/docs web search user location pricing ×1
- "Cheap Seats" AI search visibility open source self-hosted ×1
- "Cheap Seats" AI visibility GEO open source github ×1
- "Cheap Seats" GEO LLM brand visibility open source github ×1
- "Cheap Seats" LLM brand visibility tracker github ×1
- "cheapseats" "visibility" | "cheap seats" "GEO" AI | "cheapseats" "self" AI search ×1
- "cheapseats" "visibility" | "cheap-seats" "AI" | "Cheap Seats" "GEO" ×1
- cheapseats AI visibility monitoring | "cheap-seats" "visibility" | "cheapseats" "self" AI ×1
- site.peec.ai AI visibility tracking real user interfaces API | site.bing.com webmaster AI performance citations not ranking traffic ×1
Added: github ×7 geo ×4 llm ×3 open ×3 self ×3 self-hosted ×3 source ×3 brand ×2
Dropped: downsides ×14 measure ×14 self-hosting ×14 search ×6 ai ×2 cheap ×2 seats ×2
8. How does Cheap Seats decide whether an AI assistant recommended a brand? — 11 queries
- Cheap Seats AI assistant brand recommendation tracking ×3
- "Cheap Seats" "AI" brand | "cheapseats" "recommendation" AI ×1
- "Cheap Seats" "visibility" | "cheapseats" "brand" | "Cheap Seats" "AI assistants" ×1
- "Cheap Seats" AI brand recommended methodology ×1
- "Cheap Seats" AI brand recommended recommendation tracking ×1
- "Cheap Seats" AI visibility LLM brand mentions tool github ×1
- "Cheap Seats" AI visibility brand mentions ChatGPT tool methodology ×1
- "Cheap Seats" AI visibility tool LLM brand mentions methodology ×1
- "cheapseats" "AI" brand | "Cheap Seats" "visibility" AI ×1
- "cheapseats" "AI" | "Cheap Seats" "brand" "visibility" ×1
- Cheap Seats AI brand recommendation how decides recommended brand ×1
Added: recommendation ×6 visibility ×6 tracking ×4 mentions ×3 methodology ×3 tool ×3 llm ×2 chatgpt ×1
Dropped: whether ×13 decide ×12 recommended ×10 assistant ×9
9. Is Cheap Seats a good fit for an agency tracking AI visibility for many clients? — 13 queries
- Cheap Seats AI visibility tracking tool ×3
- "Cheap Seats" "AI" visibility software | "cheapseats" "visibility" | "Cheap Seats" agency tracking ×1
- "Cheap Seats" "AI" visibility | "cheapseats" "AI visibility" ×1
- "Cheap Seats" "AI" visibility | "cheapseats" AI tracking ×1
- "Cheap Seats" AI search visibility LLM brand monitoring ×1
- "Cheap Seats" AI search visibility LLM brand monitoring agencies ×1
- "Cheap Seats" AI search visibility agency LLM brand monitoring ×1
- "cheapseats" "tracking" | "Cheap Seats" "GEO" | "Cheap Seats" "AI" agency software ×1
- Cheap Seats AI visibility agency multiple clients ×1
- Cheap Seats AI visibility agency tracking clients ×1
- Cheap Seats AI visibility tracking agency clients ×1
- best AI visibility tracking tools for agencies multiple clients 2026 ×1
- cheapseats github AI visibility ChatGPT Perplexity brand mentions ×1
Added: brand ×4 llm ×3 monitoring ×3 search ×3 tool ×3 agencies ×2 multiple ×2 software ×2
Dropped: fit ×15 many ×15 clients ×11 agency ×9 tracking ×6 cheap ×2 seats ×2 visibility ×1
10. Is Cheap Seats a good fit for a developer-tools company checking whether ChatGPT and Claude recommend it? — 16 queries
- Cheap Seats AI visibility ChatGPT Claude recommendations tool ×2
- "Cheap Seats" "AI search" | "Cheap Seats" "developer tools" | "cheapseats" software visibility ×1
- "Cheap Seats" "AI" monitoring | "cheapseats" "ChatGPT" | "Cheap Seats" developer tools visibility ×1
- "Cheap Seats" "AI" visibility | "cheapseats" "ChatGPT" ×1
- "Cheap Seats" AI visibility ChatGPT Claude ×1
- "Cheap Seats" LLM brand mention tracker ×1
- "Cheap Seats" LLM brand visibility developer tools ×1
- "Cheap Seats" LLM brand visibility monitoring ×1
- "CheapSeats" AI visibility monitoring | "Cheap Seats" "LLM" ×1
- "cheapseats" "AI" | "Cheap Seats" "brand" | "Cheap Seats" "monitoring" ×1
- "cheapseats" AI visibility monitoring | "cheap seats" "developer tools" ×1
- "cheapseats" ChatGPT monitoring | "cheap seats" "GEO" ×1
- Cheap Seats AI brand monitoring ChatGPT Claude developer tools ×1
- Cheap Seats AI visibility ChatGPT Claude developer tools ×1
- Cheap Seats AI visibility tool ChatGPT Claude recommendations ×1
- cheapseats AI recommendation checker ChatGPT Claude ×1
Added: ai ×13 visibility ×12 monitoring ×7 developer ×6 tools ×6 brand ×5 llm ×4 recommendations ×3
Dropped: checking ×17 company ×17 developer-tools ×17 fit ×17 recommend ×17 whether ×17 claude ×10 chatgpt ×7
11. What does it cost to run Cheap Seats every day, and how do I keep the spend under control? — 15 queries
- "Cheap Seats" AI competitive intelligence tool product marketing ×1
- "Cheap Seats" AI cost pricing agent | "Cheap Seats" codex spend ×1
- "Cheap Seats" AI cost pricing daily | "Cheap Seats" codex ×1
- "Cheap Seats" AI pricing daily cost ×1
- "Cheap Seats" Claude Code ×1
- "Cheap Seats" Claude agent marketing ×1
- "Cheap Seats" Claude agent metcalfc ×1
- "Cheap Seats" github metcalfc ×1
- "cheapseats" "AI" | "cheap seats" "agent" github | "cheapseats" pricing ×1
- "cheapseats" "github" AI | "Cheap Seats" "monitoring" AI | "Cheap Seats" "marketing" software ×1
- "cheapseats" AI agent | "cheap seats" "github" AI ×1
- Cheap Seats metcalfc github ×1
- cheapseats Claude Code daily agent repository ×1
- cheapseats github claude code ×1
- site.docs.litellm.ai budgets max_budget budget_duration proxy cost tracking | "Cheap Seats" software pricing agent -site:professionalstoolkit.com ×1
Added: agent ×7 ai ×7 github ×6 claude ×5 pricing ×5 code ×3 daily ×3 marketing ×3
Dropped: control ×15 day ×15 keep ×15 run ×15 under ×15 spend ×14 cost ×11 cheap ×2