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AI Search ‑ TM

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Search-AI helps users find products using natural language — a faster, smarter, and intuitive search

freemium· from $10/mo· for smb

AI Search-TM replaces keyword-match site search with a natural-language layer that interprets how shoppers actually phrase product requests. It auto-ingests the catalog at install, so merchants skip manual tagging or synonym files. The target buyer is a mid-market Shopify or DTC operator losing conversions on zero-result pages and long-tail queries. Pricing starts at $10/month with a free tier, making it accessible for stores testing AI search before committing to enterprise platforms like Algolia or Klevu.

> pick this if

Pick this if you're a Shopify merchant under $25M GMV who wants a cheap, low-lift upgrade over native search and isn't ready to underwrite an enterprise discovery platform.

> look elsewhere if

Look elsewhere if you need multi-storefront support, merchandising rules with business logic, personalization signals, headless APIs, or the SLAs and MCP/agent integrations that Algolia, Klevu, Constructor, or Bloomreach provide at the enterprise tier.

> AI Search ‑ TM is built for

  • platform-agnostic

> what it does for ecommerce

  • Parses natural-language queries like "waterproof hiking boots under $100" accurately
  • Auto-indexes catalog on install without manual mapping or tagging
  • Returns results on partial phrases, misspellings, and descriptive attributes
  • Starts at $10/month with freemium tier for smaller catalogs
  • Built by Gautam Bros for Shopify-style merchant storefronts

> how you'd use it

  • DTC outdoor apparel brand, $3–8M GMV, 2–4 person ecommerce team on Shopify
    Replacing native Shopify search to recover conversions on descriptive long-tail queries like 'rain jacket for running under $80' where keyword match was returning zero results
    → Zero-result rate drops materially within weeks of install without building synonym dictionaries or tagging SKUs by attribute
  • Shopify home goods merchant, under $1M GMV, solo founder or single marketer
    Testing whether AI-native search moves on-site conversion before committing to a $500+/mo contract with Algolia, Klevu, or Searchspring
    → Runs on the freemium or $10/mo tier with auto-indexing, getting signal on search-driven revenue lift in under a quarter
  • Mid-market beauty or supplement brand, $5–20M GMV, 5-person growth team
    Catalog expanded past ~500 SKUs and merchandisers can't keep up with manual synonym and redirect maintenance on the existing search app
    → Shifts query interpretation to the model layer, reclaiming merchandiser hours previously spent on search ops

> AI Search ‑ TM use cases

> AI Search ‑ TM key features

  • AI-powered search that understands natural language queries.
  • Delivers faster, more accurate product results instantly.
  • Seamless setup with automatic catalog integration.

> integrates with

  • ai search
  • products search
  • search ai

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