AI Findr vs Searchspring
Not all “semantic search” is created equal. AI Findr is semantic for real. Faster to deploy, smarter to scale, and built to deliver answers.
Fewer tickets. Satisfied users. Lighter support load.
From discovery to last mile, AI Findr converts.
Everyone prefers AI Findr to a chatbot.
When it works, they keep coming back.
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Searchspring promises personalization… AI Findr delivers performance
Product
discovery
Use Case
Outputs
Searchspring
Struggles with vibe-based shopping like “something for a pool party”.
Ecommerce product discovery and merchandising only.
Product grids, filters, banners.
Product
discovery
Use Case
Outputs
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AI Findr understands the assignment, even when product requests are casual, creative, or just for inspo.
Product discovery, search everywhere optimization, customer support, internal enterprise search.
Visual answers, maps, CTAs, flows. Real answers, not just lists.
Product
discovery
Use Case
Outputs
Searchspring
Struggles with vibe-based shopping like “something for a pool party”.
Ecommerce product discovery and merchandising only.
Product grids, filters, banners.
AI Findr understands the assignment, even when product requests are casual, creative, or just for inspo.
Product discovery, search everywhere optimization, customer support, internal enterprise search.
Visual answers, maps, CTAs, flows. Real answers, not just lists.
Where Searchspring stops, AI Findr starts
Searchspring calls itself semantic. In reality, it’s keyword search dressed up with filters and boosts. AI Findr is semantic for real. It understands meaning, not just words.
Ask in your own words (“best lens for portraits”) and get relevant suggestions without filters or endless scrolling.
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See dynamic, visual results like product grids, tap-to buy buttons, and complete-the-look ideas.
Ask in any language. AI Findr replies in yours, matching local tone and promotions.
Capabilities Salesforce can’t match
AI Findr delivers precise answers even in complex industries where other solutions don’t work.
Be the answer in AI search.
AI Findr helps your content show up across generative platforms like ChatGPT, Google AI Overviews, and Perplexity.
- Structure your content for maximum visibility in LLMs.
- Track how your brand appears (or doesn’t) across AI platforms.
- Benchmark your presence against competitors.
- Spot missed opportunities and fix them before they cost traffic.
Find products with just a photo
Give your customers a smarter way to shop, no keywords needed.
- Upload a photo from Instagram, Pinterest, or a screenshot.
- AI Findr finds visually similar products in your catalog.
- Perfect for inspiration-led searches and “I want that” moments.
- Works seamlessly across desktop and mobile.
Vendor experience comparison
That includes support you don’t have to pay extra for.
Technology
Logic
changes
Contract
terms
Technical
support
Searchspring
Keyword matcher + rules.
Require change orders, additional fees.
Locked into fixed term.
Ticket-based.
Technology
Logic
changes
Contract
terms
Technical
support
Semantic-first: understands slang, tone, context.
No-code edits, instant changes.
Proof of value first, no lock-in.
Dedicated support channel.
Technology
Logic changes
Contract terms
Technical support
Searchspring
Keyword matcher + rules.
Require change orders, additional fees.
Locked into fixed term.
Ticket-based.
Semantic-first: understands slang, tone, context.
No-code edits, instant changes.
Proof of value first, no lock-in.
Dedicated support channel.
Search for your own path to better engagement.
FULL SERVICE
Custom Integration & Launch
Our AI and CX experts handle every step—you simply review, sign off and enjoy the benefits
- Complex products and internal knowledge bases.
- Advanced integrations (live pulls from CRM/CMS).
- Custom workflows (lead qualification, renewals, etc.)
- De-risked outcomes with free pilot
(we prove value before committing).
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SELF SERVICE
DIY Launch with Light Support
Your team leads and handles the setup, we provide all the advice when you need it.
- Search (no complex ‘agent’ workflows).
- Standard content types (static pages, product catalogs, documents).
- No custom integrations.
- Teams with AI prompt experience.
Qué dicen nuestros clientes
From retail banking to credit unions and financial advisors, the most forward-thinking institutions trust AI Findr to transform their customer experience.
“The AI Findr team navigated our compliance requirements while maintaining impressive execution speed. They consistently went the extra mile.”
Upgrade from Searchspring to AI Findr
Searchspring merchandises. AI Findr understands. That’s the difference between a search bar and a search engine that thinks.
