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Field-level data| AutoPilot GEO | SEOLab | |
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| AutoPilot GEO | SEOLab | |
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Generative Engine Optimization (GEO) helps your products and content get discovered in AI search
| Metric | AutoPilot GEO: AI Search | SEOLab: All in #1 SEO — AI SEO |
|---|---|---|
| Rating | — | 5.0 ★ |
| Total reviews | 0 | 2.2k |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free |
| Built for Shopify | — | ★ Yes |
| Pricing tiers | 1 tier | ★ 4 tiers |
| Listed features | 5 | 5 |
| Featured placements | — | 2 |
| Languages | 1 supported | 12 supported |
| Listed since | Dec 2025 | Dec 2024 |
Based on the data on this page, SEOLab: All in #1 SEO — AI SEO is the stronger choice for most Shopify App Store merchants — 5.0★ vs AutoPilot GEO: AI Search's 0.0★ is a meaningful gap that usually reflects real product or support quality differences across the user base. Pricing entry tiers: AutoPilot GEO: AI Search at Free plan available, SEOLab: All in #1 SEO — AI SEO at Free. Check each app's tier structure for the capacity limits you actually need before deciding — the headline number is the same shape, but the gating shape per tier (apps, orders, integrations) varies. SEOLab: All in #1 SEO — AI SEO has the larger user base (2,195 reviews vs 0), which usually maps to broader integration coverage, faster bug-fix cadence, and a deeper bench of community workflow patterns. AutoPilot GEO: AI Search's smaller cohort can be an advantage for niche workflows where the bigger app has accumulated bloat. Recommended by store size: small/early-stage merchants who need fast install and low risk should default to SEOLab: All in #1 SEO — AI SEO; mid-market and enterprise merchants with specific feature requirements should evaluate both — AutoPilot GEO: AI Search's 0-review base may include the workflow context that matches your specific use case better than SEOLab: All in #1 SEO — AI SEO's broader-but-shallower coverage. This verdict is generated from the live marketplace data on this page — rating, review count, pricing tier, and category position all refresh from the canonical Shopify App Store listing every 24 hours. AppRanks does not accept payment to influence comparison outcomes; the methodology is documented on the About page and applies identically to every pair on the site.
Read each app's audit: AutoPilot GEO: AI Search audit • SEOLab: All in #1 SEO — AI SEO audit
| Last updated | — | — |
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| Keyword | AutoPilot GEO | SEOLab |
|---|---|---|
| repro probe 1782243819801 1 | Not ranked | #1 |
| repro probe 1782162814679 1 | Not ranked | #1 |
| repro probe 1782073184507 1 | Not ranked | #1 |
Not featured in any section recently.
Both AutoPilot GEO: AI Search and SEOLab: All in #1 SEO — AI SEO offer paid plans only. AutoPilot GEO: AI Search starts at Free plan available; SEOLab: All in #1 SEO — AI SEO starts at Free. Compare the per-tier features in the Pricing section above before committing.
It depends on what you're optimizing for. AutoPilot GEO: AI Search fits better if you prioritize broader integrations; SEOLab: All in #1 SEO — AI SEO is the call if you need the higher-rated option. Read both apps' detail pages on AppRanks for the full feature breakdown, install counts, and recent listing changes.
Both apps are one-click installs from the Shopify App Store marketplace. SEOLab: All in #1 SEO — AI SEO has more onboarding documentation maturity (2,195 reviews vs 0), which usually translates to better-tested setup wizards and quicker time-to-value. AppRanks doesn't measure setup time directly — read the recent reviews on each app's detail page for merchant-reported install experience.
AutoPilot GEO: AI Search typically suits early-stage and growth-mode stores based on its review-base composition (0 reviews). SEOLab: All in #1 SEO — AI SEO aligns more with early-stage and growth-mode stores (2,195 reviews). Larger review bases generally mean the app has been load-tested at scale — relevant if you're processing high order volume or handling enterprise compliance requirements.
Migration support varies by app and category. AutoPilot GEO: AI Search and SEOLab: All in #1 SEO — AI SEO both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from AutoPilot GEO: AI Search" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.
