What AI assistants actually recommend when buyers ask about niche directory builder tools — measured on a rolling 4-week window across 5 engines, published as open data.
Updated 2026-09-17 · 63 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Measured by Orbatormethodology owner Henrik Tellewindow ends Sep 17, 2026
Sample: 63 AI answers · Window: Aug 20, 2026 – Sep 17, 2026 (4-week rolling) · trend vs prior 4 weeks (56 answers)
Samples by engine: GEMINI 14 (last run Sep 7, 2026) · CHATGPT 14 (last run Sep 7, 2026) · CLAUDE 14 (last run Sep 8, 2026) · PERPLEXITY 14 (last run Sep 7, 2026 — stalest) · GROK 7 (last run Sep 7, 2026)
How these numbers are made: sampling design · prompt provenance · what counts as a mention · what we cannot see
On the record: This ranking is frozen as a dated snapshot every day. View this category's history to see what entered and left the ranking and when, or read what the engines actually said on a given day.
Across 63 sampled AI answers from 5 engines, WordPress is recommended most often — appearing in 71.4% of recommendations, followed by GeoDirectory (52.4%) and Webflow (42.9%).
This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.
Orbator asked Gemini, ChatGPT, Claude, Perplexity and Grok buyer questions about niche directory builder tools and sampled 63 answers between Aug 20, 2026 and Sep 17, 2026. Recommendation share counts the answers that recommended or listed a product, so a passing mention or a warning adds nothing to it. A category publishes once it holds at least 20 independently sampled answers in the window. Read the full methodology or download this ranking as CSV.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | wordpress.com Best for: AI recommends WordPress most when buyers ask “affordable alternatives to custom-coded directory website development” (100% of those answers) | 71.4% 95% CI 59.3–81.1% 45 mentions · avg pos 4.5 first pick 31.1% | — | GROK 85.7%GEMINI 78.6%CHATGPT 64.3%CLAUDE 78.6%PERPLEXITY 57.1% | Claim |
| 2 | radiustheme.com Best for: AI recommends GeoDirectory most when buyers ask “affordable alternatives to custom-coded directory website development” (88.9% of those answers) | 52.4% 95% CI 40.3–64.2% 33 mentions · avg pos 5.5 first pick 21.2% | — | GROK 100%GEMINI 64.3%CHATGPT 35.7%CLAUDE 42.9%PERPLEXITY 42.9% | Claim |
| 3 | webflow.com Best for: AI recommends Webflow most when buyers ask “best tools for building a niche online directory website” (100% of those answers) | 42.9% 95% CI 31.4–55.1% 27 mentions · avg pos 7 first pick 0% | — | GROK 71.4%GEMINI 57.1%CHATGPT 50%CLAUDE 21.4%PERPLEXITY 28.6% | Claim |
| 4 | directify.app Best for: AI recommends Directify most when buyers ask “which directory builder has the best SEO features and search filtering” (88.9% of those answers) | 39.7% 95% CI 28.5–52% 25 mentions · avg pos 3.6 first pick 40% | — | GROK 85.7%GEMINI 50%CLAUDE 35.7%PERPLEXITY 50% | Claim |
| 5 | airtable.com Best for: AI recommends Airtable most when buyers ask “best no-code directory builder platforms for launching a listing site” (77.8% of those answers) | 31.7% 95% CI 21.6–44% 20 mentions · avg pos 6 first pick 15% | — | GROK 71.4%GEMINI 50%CHATGPT 42.9%PERPLEXITY 14.3% | Claim |
| 6 | directorist.com Best for: AI recommends Directorist most when buyers ask “no-code directory builders vs WordPress-based directory plugins” (66.7% of those answers) | 31.7% 95% CI 21.6–44% 20 mentions · avg pos 6.2 first pick 15% | — | GROK 85.7%GEMINI 42.9%CHATGPT 7.1%CLAUDE 21.4%PERPLEXITY 28.6% | Claim |
| 7 | bubble.io Best for: AI recommends Bubble most when buyers ask “best no-code directory builder platforms for launching a listing site” (77.8% of those answers) | 31.7% 95% CI 21.6–44% 20 mentions · avg pos 8 first pick 5% | — | GROK 85.7%GEMINI 28.6%CHATGPT 35.7%CLAUDE 14.3%PERPLEXITY 21.4% | Claim |
| 8 | edirectory.com Best for: AI recommends eDirectory most when buyers ask “which directory builder has the best SEO features and search filtering” (77.8% of those answers) | 28.6% 95% CI 18.9–40.7% 18 mentions · avg pos 6.6 first pick 0% | — | GROK 42.9%GEMINI 28.6%CHATGPT 7.1%CLAUDE 64.3%PERPLEXITY 7.1% | Claim |
| 9 | softr.io Best for: AI recommends Softr most when buyers ask “best no-code directory builder platforms for launching a listing site” (55.6% of those answers) | 27% 95% CI 17.6–39% 17 mentions · avg pos 6.5 first pick 23.5% | — | GROK 71.4%GEMINI 14.3%CHATGPT 57.1%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 10 | brilliantdirectories.com Best for: AI recommends brilliantdirectories.com most when buyers ask “which directory builder has the best SEO features and search filtering” (66.7% of those answers) | 25.4% 95% CI 16.3–37.3% 16 mentions · avg pos 3.3 first pick 12.5% | — | GEMINI 21.4%CHATGPT 50%PERPLEXITY 42.9% | Claim |
| 11 | hivepress.io Best for: AI recommends HivePress most when buyers ask “affordable alternatives to custom-coded directory website development” (55.6% of those answers) | 23.8% 95% CI 15–35.6% 15 mentions · avg pos 6.5 first pick 26.7% | — | GROK 57.1%GEMINI 21.4%CHATGPT 21.4%CLAUDE 28.6%PERPLEXITY 7.1% | Claim |
| 12 | Map Best for: AI recommends Map most when buyers ask “which directory builder has the best SEO features and search filtering” (55.6% of those answers) | 20.6% 95% CI 12.5–32.2% 13 mentions · avg pos 6.5 first pick 0% | — | GROK 42.9%GEMINI 35.7%CHATGPT 7.1%CLAUDE 28.6% | Claim |
| 13 | Brilliant Directories Best for: AI recommends Brilliant Directories most when buyers ask “best tools for building a niche online directory website” (55.6% of those answers) | 20.6% 95% CI 12.5–32.2% 13 mentions · avg pos 7.4 first pick 0% | — | GROK 71.4%GEMINI 14.3%CLAUDE 35.7%PERPLEXITY 7.1% | Claim |
| 14 | whalesync.com Best for: AI recommends Whalesync most when buyers ask “best tools for building a niche online directory website” (66.7% of those answers) | 20.6% 95% CI 12.5–32.2% 13 mentions · avg pos 9.2 first pick 0% | — | GROK 71.4%GEMINI 50%PERPLEXITY 7.1% | Claim |
| 15 | MakeADir Best for: AI recommends MakeADir most when buyers ask “affordable alternatives to custom-coded directory website development” (55.6% of those answers) | 19% 95% CI 11.2–30.4% 12 mentions · avg pos 4.8 first pick 33.3% | — | GROK 57.1%CLAUDE 42.9%PERPLEXITY 14.3% | Claim |
| 16 | sheets.google.com Best for: AI recommends Google Sheets most when buyers ask “best no-code directory builder platforms for launching a listing site” (77.8% of those answers) | 19% 95% CI 11.2–30.4% 12 mentions · avg pos 5.7 first pick 33.3% | — | GROK 28.6%GEMINI 35.7%CHATGPT 28.6%CLAUDE 7.1% | Claim |
| 17 | Business Directory Best for: AI recommends Business Directory most when buyers ask “affordable alternatives to custom-coded directory website development” (66.7% of those answers) | 19% 95% CI 11.2–30.4% 12 mentions · avg pos 6.7 first pick 0% | — | GROK 28.6%GEMINI 28.6%CHATGPT 7.1%CLAUDE 14.3%PERPLEXITY 21.4% | Claim |
| 18 | make.com Best for: AI recommends Make most when buyers ask “no-code directory builders vs WordPress-based directory plugins” (55.6% of those answers) | 17.5% 95% CI 10–28.6% 11 mentions · avg pos 10.5 first pick 9.1% | — | GROK 14.3%GEMINI 42.9%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 19 | directbase.app Best for: AI recommends Directbase most when buyers ask “no-code directory builders vs WordPress-based directory plugins” (55.6% of those answers) | 14.3% 95% CI 7.7–25% 9 mentions · avg pos 6 first pick 22.2% | — | GROK 14.3%GEMINI 14.3%CLAUDE 21.4%PERPLEXITY 21.4% | Claim |
| 20 | stripe.com Best for: AI recommends Stripe most when buyers ask “no-code directory builders vs WordPress-based directory plugins” (44.4% of those answers) | 12.7% 95% CI 6.6–23.1% 8 mentions · avg pos 7.9 first pick 50% | — | GROK 71.4%GEMINI 7.1%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 21 | supabase.com Best for: AI recommends Supabase most when buyers ask “best tools for building a niche online directory website” (33.3% of those answers) | 11.1% 95% CI 5.5–21.2% 7 mentions · avg pos 7.1 first pick 14.3% | — | GROK 28.6%CHATGPT 35.7% | Claim |
| 22 | Classified Listing Best for: AI recommends Classified Listing most when buyers ask “affordable alternatives to custom-coded directory website development” (33.3% of those answers) | 11.1% 95% CI 5.5–21.2% 7 mentions · avg pos 7.9 first pick 28.6% | — | GROK 57.1%GEMINI 7.1%CLAUDE 14.3% | Claim |
| 23 | nextjs.org Best for: AI recommends Next.js most when buyers ask “what should I use to build a directory website for my industry niche” (44.4% of those answers) | 9.5% 95% CI 4.4–19.3% 6 mentions · avg pos 7.2 first pick 0% | — | GROK 28.6%CHATGPT 28.6% | Claim |
| 24 | Listeo Best for: AI recommends Listeo most when buyers ask “what should I use to build a directory website for my industry niche” (33.3% of those answers) | 7.9% 95% CI 3.4–17.3% 5 mentions · avg pos 8.4 first pick 0% | — | GROK 42.9%GEMINI 7.1%CLAUDE 7.1% | Claim |
| 25 | notion.so Best for: AI recommends Notion most when buyers ask “best no-code directory builder platforms for launching a listing site” (33.3% of those answers) | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 5.3 first pick 25% | — | GEMINI 14.3%CHATGPT 14.3% | Claim |
| 26 | Business Directory Plugin Best for: AI recommends Business Directory Plugin most when buyers ask “no-code directory builders vs WordPress-based directory plugins” (33.3% of those answers) | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 8.3 first pick 0% | — | GROK 28.6%GEMINI 7.1%CLAUDE 7.1% | Claim |
| 27 | sharetribe.com Best for: AI recommends Sharetribe most when buyers ask “what should I use to build a directory website for my industry niche” (33.3% of those answers) | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 10.5 first pick 0% | — | CLAUDE 28.6% | Claim |
| 28 | elementor.com | 6.3% 95% CI 2.5–15.2% 4 mentions · avg pos 12.8 first pick 0% | — | GROK 28.6%GEMINI 7.1%CLAUDE 7.1% | Claim |
| 29 | makeadir.com Best for: AI recommends makeadir.com most when buyers ask “no-code directory builders vs WordPress-based directory plugins” (33.3% of those answers) | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 3.3 first pick 0% | — | GROK 14.3%PERPLEXITY 14.3% | Claim |
| 30 | Classified Listing Pro | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 3.7 first pick 66.7% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 31 | Connections Best for: AI recommends Connections most when buyers ask “affordable alternatives to custom-coded directory website development” (33.3% of those answers) | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 5.7 first pick 0% | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 32 | Directory Pro | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 6 first pick 0% | — | GEMINI 14.3%PERPLEXITY 7.1% | Claim |
| 33 | ListingProWP | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 6 first pick 0% | — | GEMINI 14.3%CLAUDE 7.1% | Claim |
| 34 | GoClixy | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 7.3 first pick 0% | — | GEMINI 14.3%CLAUDE 7.1% | Claim |
| 35 | Listdom Best for: AI recommends Listdom most when buyers ask “affordable alternatives to custom-coded directory website development” (33.3% of those answers) | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 8.3 first pick 0% | — | GROK 14.3%GEMINI 14.3% | Claim |
| 36 | DirectoryEngine | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 9.3 first pick 0% | — | GEMINI 14.3%CLAUDE 7.1% | Claim |
| 37 | adirectory.io Best for: AI recommends aDirectory most when buyers ask “best tools for building a niche online directory website” (33.3% of those answers) | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 11.7 first pick 33.3% | — | GROK 14.3%CLAUDE 7.1%PERPLEXITY 7.1% | Claim |
| 38 | paypal.com | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 15.7 first pick 0% | — | GROK 14.3%GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 39 | wpgeodirectory.com Best for: AI recommends WP GeoDirectory most when buyers ask “which directory builder has the best SEO features and search filtering” (55.6% of those answers) | 4.8% 95% CI 1.6–13.1% 3 mentions · avg pos 17.7 first pick 33.3% | — | GROK 28.6%CHATGPT 7.1% | Claim |
| 40 | wordpress.org | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 2.5 first pick 50% | — | CHATGPT 7.1%PERPLEXITY 7.1% | Claim |
| 41 | smartdirectorypro.com Best for: AI recommends Smart Directory Pro most when buyers ask “which directory builder has the best SEO features and search filtering” (33.3% of those answers) | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 3.5 first pick 0% | — | GEMINI 7.1%PERPLEXITY 7.1% | Claim |
| 42 | ListingHive | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 4 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 43 | Postgres | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 4 first pick 0% | — | CHATGPT 7.1%PERPLEXITY 7.1% | Claim |
| 44 | spreadsimple.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 4 first pick 0% | — | GEMINI 7.1%CHATGPT 7.1% | Claim |
| 45 | Flezr NoCode Builder | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 5 first pick 0% | — | GEMINI 14.3% | Claim |
| 46 | toolset.com Best for: AI recommends Toolset most when buyers ask “best tools for building a niche online directory website” (33.3% of those answers) | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 7.1%CLAUDE 7.1% | Claim |
| 47 | weweb.io | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 7.1%CHATGPT 7.1% | Claim |
| 48 | tradly.app | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3% | Claim |
| 49 | wix.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 7.5 first pick 0% | — | GEMINI 14.3% | Claim |
| 50 | astro.build | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 12 first pick 0% | — | GROK 28.6% | Claim |
| 51 | kit.svelte.dev | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 12 first pick 0% | — | GROK 28.6% | Claim |
| 52 | adalo.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 12.5 first pick 0% | — | GEMINI 14.3% | Claim |
| 53 | lovable.dev | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 12.5 first pick 0% | — | GEMINI 14.3% | Claim |
| 54 | postgresql.org | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 12.5 first pick 0% | — | GROK 28.6% | Claim |
| 55 | glide.app | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 13 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 56 | Meilisearch | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 13 first pick 0% | — | GROK 28.6% | Claim |
| 57 | orm.drizzle.team | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 13.5 first pick 0% | — | GROK 28.6% | Claim |
| 58 | vercel.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 14 first pick 0% | — | GROK 28.6% | Claim |
| 59 | Yoast | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 14 first pick 0% | — | GROK 14.3%CLAUDE 7.1% | Claim |
| 60 | appypie.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 15.5 first pick 0% | — | GROK 14.3%GEMINI 7.1% | Claim |
| 61 | adsense.google.com | 3.2% 95% CI 0.9–10.9% 2 mentions · avg pos 20.5 first pick 0% | — | CLAUDE 14.3% | Claim |
| 62 | directoryeasy.com Best for: AI recommends Directory Easy most when buyers ask “affordable alternatives to custom-coded directory website development” (44.4% of those answers) | 3.2% 95% CI 0.9–10.9% 2 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
| 63 | Connections Business Directory | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 64 | appsumo.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 4 first pick 0% | — | GROK 14.3% | Claim |
| 65 | DirectoryCraft | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 7.1% | Claim |
| 66 | memberstack.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 4 first pick 0% | — | CHATGPT 7.1% | Claim |
| 67 | MyListing | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 68 | PHP Listings | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 7.1% | Claim |
| 69 | communitybox.co | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 7.1% | Claim |
| 70 | Gutenberg | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 7 first pick 0% | — | CLAUDE 7.1% | Claim |
| 71 | relume.io | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 7 first pick 0% | — | GROK 14.3% | Claim |
| 72 | xano.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 7.1% | Claim |
| 73 | Ycode | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 7.1% | Claim |
| 74 | Astra | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 7.1% | Claim |
| 75 | Toolset Directory | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 8 first pick 0% | — | CLAUDE 7.1% | Claim |
| 76 | Voxel | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 9 first pick 0% | — | GROK 14.3% | Claim |
| 77 | hostinger.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 10 first pick 0% | — | GEMINI 7.1% | Claim |
| 78 | Advanced Classifieds & Directory Pro | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 7.1% | Claim |
| 79 | blaze.tech | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 7.1% | Claim |
| 80 | glueup.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 7.1% | Claim |
| 81 | DirectoryGuild | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 13 first pick 0% | — | GROK 14.3% | Claim |
| 82 | thumbtack.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 13 first pick 0% | — | CLAUDE 7.1% | Claim |
| 83 | glideapps.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 14 first pick 0% | — | GROK 14.3% | Claim |
| 84 | Cloudflare | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 15 first pick 0% | — | GROK 14.3% | Claim |
| 85 | Listable | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 17 first pick 0% | — | GEMINI 7.1% | Claim |
| 86 | webstudio.is | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 19 first pick 0% | — | GEMINI 7.1% | Claim |
| 87 | gravityforms.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 25 first pick 0% | — | GROK 14.3% | Claim |
| 88 | wpforms.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 25 first pick 0% | — | GROK 14.3% | Claim |
| 89 | memberspace.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 30 first pick 0% | — | GROK 14.3% | Claim |
| 90 | woocommerce.com | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 30 first pick 0% | — | GROK 14.3% | Claim |
| 91 | WooCommerce | 1.6% 95% CI 0.3–8.5% 1 mentions · avg pos 30 first pick 0% | — | GROK 14.3% | Claim |
| 92 | OpenStreetMap | 1.6% 95% CI 0.3–8.5% 1 mentions first pick 0% | — | CLAUDE 7.1% | Claim |
| 93 | rankmath.com | 1.6% 95% CI 0.3–8.5% 1 mentions first pick 0% | — | GROK 14.3% | Claim |
| 94 | wildapricot.com Best for: AI recommends Wild Apricot most when buyers ask “affordable alternatives to custom-coded directory website development” (33.3% of those answers) | 1.6% 95% CI 0.3–8.5% 1 mentions first pick 0% | — | CLAUDE 7.1% | Claim |
Reading the numbers: Share is a point estimate on 63 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
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Head-to-head pages for products ranked in Niche directory builder tools. Each one sets out sourced facts side by side, plus which product AI assistants recommend more, engine by engine.
Every number on this page is measured from sampled answers, and those answers are kept. The archive holds dated excerpts of what each engine answered, never full answers. Read the answer archive for niche directory builder tools to see the excerpts by date and engine, or view the ranking history to see what entered and left this ranking and when.
Across 63 sampled AI answers from 5 engines (Aug 20, 2026 to Sep 17, 2026), WordPress is recommended most often for niche directory builder tools, appearing in 71.4% of recommendations, followed by GeoDirectory (52.4%). This is a measurement of what AI assistants recommend, not an editorial verdict.
ChatGPT recommends WordPress most often for niche directory builder tools. It appears as a recommendation in 64.3% of ChatGPT's sampled answers in this window (Aug 20, 2026 to Sep 17, 2026). Other engines answer differently. The per-engine breakdown in the ranking shows each one.
Orbator samples AI answers to buyer questions across 5 engines and counts how often each product is recommended. No product pays for placement. The niche directory builder tools ranking is based on 63 answers in the current 4-week window (Aug 20, 2026 to Sep 17, 2026). Full methodology is published at https://www.orbator.io/ai-index/methodology.
Verified facts for the most-recommended products — each sourced and dated. No editorial scoring, just the data side by side.
| WordPresswordpress.com | Webflowwebflow.com | Airtableairtable.com | Bubblebubble.io | Softrsoftr.io | |
|---|---|---|---|---|---|
| Pricing | Personal: $9 a month (free tier available) ↗ sourceverified Sep 5, 2026 | — | Team: $20 a month (free tier available) ↗ sourceverified Sep 5, 2026 | — | Basic: $19 a month (free tier available) ↗ sourceverified Sep 5, 2026 |
| Features | Unlimited pages, posts, users, and visitors ↗ sourceverified Sep 5, 2026 | Visual canvas ↗ sourceverified Sep 5, 2026 | Admin roles with fine-grained permissions ↗ sourceverified Sep 5, 2026 | no-code AI app builder ↗ sourceverified Sep 5, 2026 | AI Agents ↗ sourceverified Sep 5, 2026 |
| Platforms | — | Web ↗ sourceverified Sep 5, 2026 | API ↗ sourceverified Sep 5, 2026 | Web ↗ sourceverified Sep 5, 2026 | — |
| Integrations | Stripe ↗ sourceverified Sep 5, 2026 | Claude ↗ sourceverified Sep 5, 2026 | Gemini ↗ sourceverified Sep 5, 2026 | — | monday.com ↗ sourceverified Sep 5, 2026 |
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