Guides · Software
How to get found by AI shoppers in Software
Software is bought by the job it does, the platform it runs on, and the licence. Shoppers ask agents for outcomes — “invoicing app for freelancers on Mac” — not for feature lists.
The bar in Software
AI shoppers see Software priced $24–$150 (median $50). It’s wide open — the most-surfaced stores hold just 25% of results, so there’s real room to break in. Based on 363 stores competing across 94 shopper queries. See the full Software benchmark →
The language that wins Software
Lead with the job-to-be-done and the platform, then the licence model: “Time-tracking app for agencies — Windows & Mac, per-seat.” Outcomes get matched; feature names don’t. These are the terms Software winners actually converge on in their product titles:
The biggest blind spot in Software
Titles that name features but hide the job. An agent needs to know what problem it solves and where it runs. The fastest way to find yours is to scan your store — it lists the exact Software searches where agents return nothing for you.
Your 3-step playbook
1. Be reachable — expose a machine-readable catalog so AI agents can read your Software products at all. 2. Match the language — work the winning terms above into your titles and descriptions wherever they’re accurate. 3. Price in-band — land in the $24–$150 typical range unless you’re deliberately premium, and make the premium legible in your product data. How agents pick products →