Generative Search Visibility Dashboard for Brand Teams
A strategy console for marketing directors at mid-market brands that tracks whether ChatGPT, Perplexity, Gemini, and DeepSeek recommend their brand for category queries, diagnoses why not, and ships a ticket list with measurable acceptance criteria their content team can actually execute.
marketing directors at mid-market brands managing AI-driven discovery
- Daily sampling across five AI engines for category queries with mention-rate, rank, and citation-share metrics tracked over time
- Gap diagnosis that tags each query as absent, competitor-dominated, or low-ranked, with site-side and off-site causes
- Generated execution tickets with rationale, owner, effort, and acceptance criteria like 'mention rate ≥ 40% on next round'
- Weekly exec-ready report showing where the brand is winning and where competitors are pulling ahead in AI answers
As ChatGPT, Perplexity, and Gemini become the default starting point for 'best X' and 'X vs Y' queries, mid-market brands without a GEO program will be invisible — and the canonical open-source GEO repo (111 stars) proves the playbook now exists and is being implemented.
Multiple GEO platforms (Profound, Peec, Otterly, Geovate, Surva, Geomonitor) launched recently and 'best GEO tools 2025/2026' roundups abound, but Gartner 2025 CMO Survey shows marketing budgets flat at 7.7% — real but constrained demand.Best Generative Engine Optimization (GEO) Platforms for 2025 ↗Gartner 2025 CMO Spend Survey Reveals Marketing Budgets Have Flatlined ↗
Crowded market: one review claims to have tested 50+ GEO tools, and named competitors include Profound, Peec AI, Otterly, Geovate, Writesonic, Surva, Geomonitor, search-visibility.ai, plus DIY Apify scrapers — the 111-star open-source playbook further lowers barriers.Best GEO Platforms 2025: Top Generative Engine Optimization Tools ↗Best Tools to Track Brand Visibility in AI Search (2026) ↗
Proven willingness to pay with clear tiers: Otterly $29/mo, Peec AI €89/mo (mid-market), Profound $399/mo Growth plan with enterprise contracts $2K-$5K+/mo — mid-market positioning is validated.Profound vs Peec AI vs Otterly: GEO Tool Pricing and Fit (2026) ↗Profound vs Peec AI vs Otterly: Best GEO Tools 2026 ↗
AI-driven discovery is a durable structural shift (ChatGPT/Perplexity/Gemini usage growing), but the underlying model landscape changes constantly (DeepSeek, Claude, Copilot added recently), requiring continual re-engineering of prompts, parsers, and benchmarks.Best Tools to Track Brand Visibility in AI Search (2026): Tested Across ChatGPT, Perplexity, Gemini, AI Overviews ↗
Buildable as proven by multiple shipped competitors in <2 years, but requires multi-LLM API orchestration, prompt versioning across engines, citation/diagnosis logic, and ticket-system integration — non-trivial but achievable with the open-source playbook as a starting point.Best Generative Engine Optimization (GEO) Tools in 2025 ↗