SeoVision vs Siftly: which AI visibility platform fits your team

SeoVision and Siftly live in the same new category: measuring — and improving — how AI assistants talk about your brand. The honest split is scope. Siftly focuses on AI search visibility tracking with GEO content tooling on top: brand mentions, citations and share of voice in assistants, an AI crawler audit, and llms.txt generation. SeoVision covers the tracking side across nine engines and then runs the execution loop as well: a full SEO/AEO site audit, an article engine that publishes into your CMS, and a credit-based backlink exchange. A focused visibility layer versus a measure-and-act platform — that is the real choice.

What is Siftly?

Siftly is an AI search optimization tool built around one job: showing brands where they stand inside AI-generated answers. Its materials describe mention and citation tracking with competitive share of voice — the assistants it names include ChatGPT, Claude and Perplexity — plus GEO-optimized content generation with automatic citation integration, an audit of how AI crawlers see your site, and llms.txt generation. It also ships a set of free GEO tools. Pricing and the current engine list are not something we will guess at — verify both on siftly.ai before deciding.

What is SeoVision?

SeoVision is an AI-first SEO platform that tracks your brand across nine answer engines — ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Microsoft Copilot, Google AI Overviews and Google AI Mode — with prompt-level mentions, citations, sentiment and competitor share of voice. Around the tracking sits the work itself: a six-pillar SEO/AEO audit, an article engine that writes and auto-publishes into WordPress, Shopify, Wix or Webflow, and a backlink exchange that places topic-matched links inside real articles. Plans start at $99/month, and the instant audit is free with no signup. For the discipline behind all of this, see what AEO is.

Siftly vs SeoVision: feature comparison

Why the measurement layer matters either way

The gap both products exist to measure is real. Across 7,295 AI-assistant answers SeoVision's scans collected in the 28 days to August 17, 2026, the brand being tracked was named in just 31% — and its own site appeared among the cited sources in only 7%. Whichever tracker you pick, the numbers only pay off when someone closes those gaps with content, structure and off-site presence week after week.

Where each one wins

Siftly wins on focus and a low-commitment start: the free GEO tools give a taste of the data before any conversation about money, and a team that only wants the visibility layer is not paying for modules it will not use. SeoVision wins on breadth and follow-through: nine engines including both Google AI surfaces, and the same product that spots a losing prompt can publish the article and place the links that answer it. The overlap — llms.txt tooling, crawler awareness, GEO-minded content — is real, so the deciding question is not features, it is who does the work after the dashboard loads.

Which should you choose?

Choose Siftly if you already have a content operation you trust and want a clean, focused visibility layer with GEO guidance on top — its free tools are a low-risk way to start. Choose SeoVision if you want the measurement and the follow-through in one product: the audit that finds the gaps, the articles that fill them published straight into your CMS, and the links that build authority. Lean teams tend to feel that difference most — a dashboard alone still leaves the work on your desk. Compare the wider field in the best AI visibility tools or try the free AI Visibility Checker on your own domain first.