Side-by-side comparison
Your comprehensive tool for getting indexed on ChatGPT, Gemini, Perplexity, and other AI LLMs.
| Metric | LLMS.txt Agent: AI SEO Traffic | SEOLab: All in #1 SEO & AI AEO |
|---|---|---|
| Rating | 5.0 ★ | 5.0 ★ |
| Total reviews | 46 | ★ 2.9k |
| Free plan | Yes | Yes |
| Pricing | Free plan available | Free plan available |
| Built for Shopify | Yes | Yes |
| Pricing tiers | 3 tiers | ★ 4 tiers |
| Listed features | 5 | 5 |
On the measured data here, SEOLab leads on more dimensions (4 vs 1). Pick LLMS.txt Agent if one of the points where it leads is what you need.
Built only from the Shopify App Store listing data shown on this page. AppRanks does not accept payment to influence comparisons. Read the methodology
Read each app's audit: LLMS.txt Agent: AI SEO Traffic audit • SEOLab: All in #1 SEO & AI AEO audit
| Field | LLMS.txt Agent | SEOLab |
|---|---|---|
| Tagline | ||
| Listing audit | 89/100 listing audit | 93/100 listing audit |
| Screenshots | images | images |
| Languages | ||
| Platforms | ||
| Developer |
| Languages |
|---|
| 1 supported |
| 22 supported |
| Listed since | Aug 2025 | Dec 2024 |
|---|
| Listed |
|---|
None
| Keyword | LLMS.txt Agent | SEOLab |
|---|---|---|
| llms txt | #1 | Not ranked |
| competitor | Not ranked | #1 |
| seo optimizer | Not ranked | #1 |
| agent ai | #2 | Not ranked |
| image compression | Not ranked | #2 |
| Signal | LLMS.txt Agent | SEOLab |
|---|---|---|
| Average rating | 5.0 ★ (46) | 5.0 ★ (2.9k) |
Review text isn't collected for this app yet (46 reviews on the marketplace).
Great SEO app, fully fuctional
great working
Hazel, Thank you very much.
Anna was very helpful so far.
Both LLMS.txt Agent: AI SEO Traffic and SEOLab: All in #1 SEO & AI AEO offer a free plan. LLMS.txt Agent: AI SEO Traffic lists no paid plan with a published price; SEOLab: All in #1 SEO & AI AEO lists no paid plan with a published price. Prices are as listed on the Shopify App Store; check what each tier includes in the Pricing section above.
LLMS.txt Agent: AI SEO Traffic (5.0★, 46 reviews) and SEOLab: All in #1 SEO & AI AEO (5.0★, 2,946 reviews) are essentially tied on rating. Look at review velocity and individual reviewer quotes — both visible on each app's detail page — to differentiate.
AppRanks cannot separate these two on rating — both sit at 5.0★. SEOLab: All in #1 SEO & AI AEO does carry the larger published review base (2,946 vs 46). Read both apps' detail pages for the feature breakdown and recent listing changes.
Both apps are one-click installs from the Shopify App Store. AppRanks doesn't measure setup time directly; SEOLab: All in #1 SEO & AI AEO has more published reviews to read for user-reported install experience (2,946 vs 46).
AppRanks cannot say which fits a larger or smaller operation — there is no store-size measurement in the Shopify App Store data. What it can show: LLMS.txt Agent: AI SEO Traffic has 46 published reviews; SEOLab: All in #1 SEO & AI AEO has 2,946 published reviews. Compare plan limits and pricing tiers against your own volume.
Migration support varies by app and category. LLMS.txt Agent: AI SEO Traffic and SEOLab: All in #1 SEO & AI AEO 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 LLMS.txt Agent: AI SEO Traffic" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.