Foglift vs The Rest

Foglift works alongside your existing tools. You don't need to migrate. Start scanning, then add the AI Readiness and AI Visibility layers your current tools are missing. When you're ready, export any report as PDF or pull data via Launch+ developer access.

Not for every SEO job. Semrush and Ahrefs remain strong for keyword research, backlink analysis, and broad SEO operations, and both now offer AI-visibility products. Foglift is the focused operating layer for teams that want unlimited single-page Technical Audits, AI Readiness scoring, five-engine answer monitoring, first-party crawler and referral evidence, prioritized recommendations, and developer access in one product.

Dedicated AI-visibility platforms like Peec AI and Otterly center their workflows on monitored answer evidence. Foglift adds a five-dimension Technical Audit across SEO, AI Readiness, performance, security, and accessibility, then connects that page evidence to five-engine monitoring, recommendations, crawler requests, and human AI referrals.

Yes. Every plan includes unlimited single-page Technical Audits with no signup required. Active Free accounts receive weekly Perplexity monitoring. Launch starts at $49 per month and adds daily five-engine monitoring plus REST API, CLI, and MCP access. Growth adds branded Client Portal access; Enterprise adds full white-label reports.

The evidence is strong. Ahrefs (2025) reported that AI-referred visitors were just 0.5% of their total traffic but accounted for 12.1% of signups, a 24x leverage on intent. Seer Interactive found 71% of ChatGPT citations come from content published between 2023 and 2025, meaning the brands getting cited now are training future models. And Gartner forecast a 25% drop in traditional search volume by 2026 as users shift to AI chatbots. The ROI case is no longer speculative; the teams optimizing now are capturing a disproportionate share of high-intent traffic.

Foglift Launch monitors ChatGPT, Claude, Perplexity, Gemini, and Google AI Overview for $49 per month. Otterly Lite includes four base engines for $29 per month, with Claude, Gemini, and Google AI Mode sold as add-ons. Profound Starter tracks ChatGPT for $99 per month billed yearly, Growth tracks three engines for $399 per month billed yearly, and Enterprise supports up to nine. Compare the plan you can actually buy: engine count, cadence, Technical Audit coverage, and developer access all change the useful contract.

Based on published research, timelines break down by pillar. AI crawler access fixes register within days (binary gate). Structured data and FAQ schema changes typically drive citation lift within 1-2 weeks (Relixir 2025 reported 2.7x citation rate from FAQ schema alone). Content freshness updates compound over 30-90 days (Digital Bloom IQ 2025: 65% of AI bot hits target content from the past year). Off-site authority, the highest-weight factor at 35% (SE Ranking 2025), takes 2-6 months as brand web mentions and backlinks accumulate.

Foglift's scoring algorithm is grounded in published peer-reviewed research, specifically the Aggarwal et al. (KDD 2024) GEO study, which found the top three GEO methods (Cite Sources, Statistics Addition, Quotation Addition) produced 30-40% relative gains on the paper's Position-Adjusted Word Count metric. We validate the scoring by dogfooding Foglift against our own site and competitors, then compare on-page signals with actual AI citation and mention behavior. The current methodology benchmark is documented in our Q2 2026 AI Readiness study at /research/aeo-readiness-2026.