Visiby

Track and grow your visibility across AI search

MarketingSEOArtificial Intelligence

▲ 113 votes5 commentsLaunched Sep 13, 2026

Daily #70Weekly #62

Visiby helps brands measure, understand, and improve their visibility across AI search platforms like ChatGPT, Perplexity, Gemini, and Google AI Overviews. Track brand mentions, recommendations, and citations, discover where competitors are winning, and identify opportunities to improve your presence in AI-generated answers.

AI Analysis

📝 Summary

Visiby enables brands to track, measure, and enhance visibility across AI search platforms like ChatGPT, Perplexity, Gemini, and Google AI Overviews. Core features include monitoring brand mentions, recommendations, citations in AI responses, competitor analysis to identify where others are outperforming, and spotting optimization opportunities. It solves key pain points of lost control over brand representation in generative AI answers as users shift from traditional search. USP is its specialized focus on AI ecosystems for data-driven visibility growth. Value proposition: Empower marketers with actionable insights to strengthen presence where discovery increasingly happens.

📈 Market Timing

The timing is highly favorable for 2025-2026. AI search adoption is accelerating with widespread integration of generative features like AI Overviews; user demands are rapidly shifting toward conversational and AI-first queries. Technology for querying and parsing AI outputs is maturing quickly, while economic investments in digital marketing and SEO remain strong amid AI innovation policies. Traditional SEO is evolving into Generative Engine Optimization (GEO), creating urgent need for specialized tools like Visiby. This is Excellent Timing.

✅ Feasibility

High. Technical difficulty is manageable using existing NLP, API integrations, and web monitoring tech, though dependencies on volatile AI platform outputs pose some parsing challenges. Development and operation costs are typical for SaaS analytics tools (primarily compute and data processing). Supply chain risks are low; main compliance considerations involve AI providers' terms of service, which can be navigated. Strong scalability potential as a cloud SaaS with global reach and low team fit barriers for experienced marketing tech teams.

🎯 Target Market

Main segments: Brand managers, SEO specialists, digital marketing teams, and agencies serving mid-to-large enterprises. Industries: Tech, e-commerce, consumer brands, professional services. Geographic: Global with heavy concentration in North America and Europe (English-language AI platforms). Estimated market size: AI marketing/SEO tools TAM approaching several billion USD by 2026; SAM for visibility analytics in hundreds of millions; SOM for early adopters in tens of millions. Core pain points: Inability to quantify or influence brand presence in AI answers. High willingness to pay for specialized, actionable insights via monthly subscriptions.

⚔️ Competition

Medium. Direct competitors: 1. SurferSEO (surferseo.com), 2. Frase.io (frase.io), 3. MarketMuse (marketmuse.com), 4. Clearscope (clearscope.io), 5. NeuronWriter (neuronwriter.com). Visiby advantages: Highly specialized in tracking AI platforms (mentions, citations, recommendations) with direct competitor win/loss insights, unlike broader traditional SEO/content tools. Disadvantages: Newer player may lack extensive content creation/optimization suites, established brand trust, and broader keyword databases that competitors offer. Strong differentiation in the emerging AI visibility niche but faces pressure from SEO incumbents expanding into AI.

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