SaaS ideas your next customers are already looking for
100 SaaS startup ideas for the people who said they'd pay, from agency owners to dentists. Micro SaaS ideas, AI SaaS ideas and B2B SaaS ideas: find yours, build it, sign them up.
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Pain points in business: what people struggle with
Search the problems to solve, as people described them on Reddit and other platforms, in their own words.
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Product Data & Search Failures
Messy, unstructured, or ungrounded product data causes inaccurate search, recommendations, and AI answers across ecommerce and retail.
In their words
we need a filter that can withstand that amount while also being able to go higher
Tracking conversational visibility for thousands of items is my next major goal
pulling data from multiple sources into one cleaner system, and building a more contextual layer around products beyond the usual PDP setup
A regular 3PL just won’t work for my needs.
thats when we just accepted that native search isn't something you should depend on for a real store
help employees find information quickly, and support AI-powered search and assistants across our business
A new “For You” AI feed that still can’t surface items in your size
if I have to argue about chat GPT results one more time I think I’m just going to scream.
He copy pasted ads from the last time he did that ad, then updated prices by hand one at a time.
No one has had the appetite to sit through their 100K skus | sku descriptions and categorize them.
shopify bundles seems fine when it's literally product A + product B. it's the independent variant picking that's killing me.
We have premade Items/SKU’s that we try to fit each item into. Right now we have 90,000 items because of how many attributes we have.
Just let me buy it and move on.
I use 3.1 Flash Lite regularly to classify listings on eCommerce websites. It's great for this task - fast, cheap and accurate.
Ecommerce and retail teams
Where they talk
- r/shopify
- r/ecommerce
- r/InstacartShoppers
- r/EcommerceWebsite
- r/smallbusiness
- r/SaaS
- r/ShopifyeCommerce
- r/SallyBeautySupply
Tools they use today
- Shopify
- Claude
- Instacart
- Algolia
- Gemini
- Amazon
- Excel
- InDesign
Why those fall short
- takes forever to load, looks bad, doesn't understand half of what you said
- feed surfaces wrong sizes and fast-fashion resellers bury real listings
- machine cannot judge real condition; overrides discouraged or removed
- No volume or fit info before accepting; batches get sniped in seconds
- AI gives customers wrong or irrelevant answers they treat as proof
Map of ideas
Drawing the map…