battles / Search
AddSearch vs Wizzy
AddSearch ($149/mo/mo, vibe code 6/10) vs Wizzy ($199/mo/mo, vibe code 6/10). AddSearch is the easier one to rebuild yourself — here is what you lose either way.
Search
$149/mo/mo
- MVP
- 1-2 weeks
- Full replacement
- 3-6 months, due to crawler edge cases, relevancy tuning, and search UI components
easier to rebuild
get the build prompt →Search
$199/mo/mo
- MVP
- 1 week
- Full replacement
- 2-3 months, due to low-latency indexing, synonym tuning, and clickstream analytics aggregation
price gap / year
$600/mo
running both / year
$4,176/mo
our call
Start with AddSearch — highest vibe code, weakest moat.
AddSearch
AddSearch is essentially a managed crawler and frontend search widget wrapped around a search index engine. By self-hosting Typesense or Meilisearch, you can replicate 90% of its functionality for a fraction of the cost.
you can rebuild
- Instant typo-tolerant search and auto-complete dropdown
- Automated sitemap crawling and page parsing
- Search analytics and zero-result search tracking
- Pinned search results and custom product boosting
- Faceted search filtering by category, price, or tags
what you lose
- Fully managed, zero-maintenance search infrastructure and CDN
- Out-of-the-box non-technical dashboard for visual search result pinning
- Automated PDF and binary document parsing pipeline
- Turnkey multi-domain search aggregations
- Pre-built CMS plugins for quick non-developer installations
real moats
- Managed cloud infrastructure and global low-latency search distribution
- Turnkey crawler pipeline that handles javascript rendering and PDF extraction
- Visual merchandising drag-and-drop tool for non-technical teams
open source escape hatches
- Typesense GPL-3.0
- Meilisearch MIT
- Apache Solr Apache-2.0
Wizzy
Wizzy provides fast search, auto-suggestions, smart filters, and basic recommendation widgets. You can build an equivalent system by plugging an open-source engine like Typesense or Meilisearch into your store webhooks and frontend UI components.
you can rebuild
- Typo-tolerant instant search and autocomplete overlay
- Dynamic faceted navigation filters (category, brand, price, color)
- Vector-based semantic search for broad intent queries
- Basic 'Frequently Bought Together' and 'Similar Products' widgets
- Custom merchandise ranking rules (pin, hide, boost specific SKUs)
what you lose
- Turnkey Shopify / Magento app installation and instant Theme setup
- No-code visual merchandising dashboard for non-technical store managers
- Pre-tuned clickstream recommendation models out of the box
- Zero-maintenance hosted infrastructure for search index scaling
- Built-in zero-result query analytics reporting
real moats
- Turnkey integration ecosystem for zero-code merchant onboarding
- Low-latency global edge network setup for instant search delivery
open source escape hatches
- Typesense GPL-3.0
- Meilisearch MIT
- Elasticsearch Elastic License 2.0 / Server Side Public License
Questions people ask
Which is easier to rebuild with AI, AddSearch or Wizzy?
AddSearch. It scores 6/10 on vibe code with a moat of 1/10, so an AI-assisted MVP takes about 1-2 weeks and a full replacement about 3-6 months, due to crawler edge cases, relevancy tuning, and search UI components.
Which one costs less, AddSearch or Wizzy?
AddSearch at $149/mo/mo for a typical mid-market store. The gap between the two is about $600/mo a year.
What do I lose if I replace AddSearch?
Fully managed, zero-maintenance search infrastructure and CDN Out-of-the-box non-technical dashboard for visual search result pinning Automated PDF and binary document parsing pipeline
What do I lose if I replace Wizzy?
Turnkey Shopify / Magento app installation and instant Theme setup No-code visual merchandising dashboard for non-technical store managers Pre-tuned clickstream recommendation models out of the box
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