Audience
B2B companies
About Kollavo
Kollavo is AI visibility software that tracks and manages brand citations across large language models and AI search platforms. It monitors where AI platforms cite brands and competitors, identifies citation gaps, and secures new placements on trusted sources. Through a unified dashboard, Kollavo tracks citations, manages outreach, and monitors placements. It analyzes high-intent search prompts, maps cited third-party sources, and highlights opportunities where competitors are cited but the brand is not. Currently supporting ChatGPT, Kollavo is developing integrations with Perplexity, Google AI Overviews, Claude, and Gemini. The software automates citation placement by handling outreach, negotiations, and drafting content in the brand's voice. Features include visibility scores, share-of-voice comparisons, citation gap alerts, exportable reports, and real-time dashboards. The platform offers self-serve monitoring or fully managed services for publisher negotiations.
Other Popular Alternatives & Related Software
Answer Monitor by Zion Labs
Answer Monitor tracks how AI engines name, cite, and recommend your brand in real time across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. It runs the questions your customers actually ask, records which domains each engine cites, flags ghost citations (your URL is cited but your brand isn't named), and reports your AI citation share against competitors over time. It is built by Zion Labs, an SEO and GEO (generative engine optimization) firm in Brooklyn, NY, and sits alongside a suite of free AI-visibility tools: Retrieval Readiness Score (nine-dimension AI-readiness score for any site), AI Crawler Audit (which AI bots your robots.txt allows or blocks), Answerability Score (0-100 quotability rating per page), Chunk Previewer (how retrieval systems segment your page), Entity Check (Wikidata and Google Knowledge Graph recognition), Citation Gap, Ghost Citation Check, and AI Citation Share. Free tools require no login and return results in seconds.
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Lantern
Lantern - Marketing Agents for AI Search
Lantern deploys autonomous marketing agents that monitor your brand across ChatGPT, Gemini, Perplexity, and Claude, identify every citation gap where competitors appear and you don't, then research, write, optimise, and publish the content needed to win those citations continuously, without manual effort.
Lantern is an agentic platform that does the work. AI agents run end-to-end content pipelines, connect directly to your CMS, and keep your brand visible across every major AI engine while your team focuses on strategy.
What Lantern's agents do:
Monitor - Track brand mentions, citations, and sentiment across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude in real time
Detect gaps - Surface every prompt where competitors are cited and your brand is absent
Research and write - Autonomously produce citation-optimised content drawn from multiple intelligence sources
Publish - Push content directly to your CMS - WordPress,
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Citlyze
Citlyze is an AI visibility platform that shows how AI answer engines like ChatGPT, Gemini, Perplexity, and Grok describe, cite, and rank your brand. Track the buyer prompts that matter on a daily schedule, see whether your brand is mentioned or recommended, and measure visibility against competitors over time. Citation tracking reveals which URLs and domains AI engines quote when answering — including owned vs. competitor citation share — so you know which sources are doing the convincing. AI crawler tracking shows which bots (GPTBot, ClaudeBot, PerplexityBot, and more) visit your site, while GEO audits check whether answer engines can access and read your pages. Content agents turn visibility gaps into reviewable article drafts grounded in the sources AI already cites. Share progress with scheduled reports by email, Slack, or Teams, plus CSV exports and a read-only API. Built for marketing and SEO teams, and for agencies managing AI search visibility across client brands.
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Pallix
Pallix is an AI visibility and citation intelligence platform for brands and agencies. It tracks how often a brand is named and cited in answers from ChatGPT, Perplexity, Google AI Overviews, Gemini and Microsoft Copilot, and shows which sources those engines read to produce each answer.
Queries run on localised IPs with region and language set per prompt, so a brand selling in India is measured against Indian answers — including code-mixed Hinglish — while a US brand is measured against US ones. One workspace can carry several markets.
Beyond the score, Pallix reports the specific cited URLs and raw answer text behind each result, identifies pages that list competitors but not you, tracks how cited source types shift, and breaks sentiment down by attribute. It then generates publishable blog drafts and FAQ answers from those gaps, and monitors whether the pages you publish earn citations.
The visibility score's formula is visible and editable. From ₹2,249/month, with a free audit.
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Pricing
Starting Price:
$49/month
Integrations
Company Information
Kollavo
Founded: 2026
France
kollavo.com
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Product Details
Platforms Supported
Cloud
Support
Phone Support
24/7 Live Support
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