For B2B SaaS & tech teams · Buyers ask AI first
When a buyer asks AI for "tools that do X," does your product make the shortlist?
Software evaluation now starts in ChatGPT, not G2. Engines build shortlists from docs, comparison content, and product details they can read, and most SaaS sites are structured for none of it. We fix that. Then we help you ship AI into the product with leadership that has done it before.
Aday Interactive, Inc. is a Coral Gables AI systems firm. We help B2B SaaS teams get named in AI-built shortlists by making docs and product data readable by engines, then add retained Fractional CAIO leadership to ship AI into the product itself.
Why this matters right now
Category shortlists are AI-generated now
"Best tool in your category for mid-market teams" returns three to five products, assembled from structured comparisons, docs, and review data. A product that is absent is not losing the evaluation. It never entered it.
Your docs are your best salesperson, and AI cannot read them
JavaScript-rendered doc sites, no llms.txt file, unstructured API references. The content that closes technical buyers is invisible to the engines answering their questions.
"AI on the roadmap" without AI leadership
Boards expect an AI story. Teams bolt on a chatbot and call it strategy. The gap between AI theater and AI advantage is an architecture decision, made early or paid for later.
AI Readiness & PLG Scan
A six-pillar AI readiness assessment weighted for SaaS: product AI architecture, docs readability, and PLG funnel instrumentation. Full results by email, no paywall.
- Whether your docs render for crawlers and carry an llms.txt
- Whether your product appears in a category citation probe
- A route into the Fractional CAIO ladder, starting free
How Aday Interactive, Inc. helps
Four disciplines, matched to what your firm needs first.
AI leadership for the roadmap, not just the pitch deck
Fractional Chief AI Officer for SaaS teams: feature architecture (RAG, copilots, agents), build-vs-buy calls, AI security posture for enterprise procurement, and a story your board and your customers both believe.
Learn moreGet named in the shortlist queries that matter
Docs readable by AI (llms.txt, structured references), comparison and alternatives pages, and review signals, so engines put you in the answer when buyers describe their problem.
Learn moreSenior product engineering, on demand
Marketing-site rebuilds that engines can parse, plus product engineering sprints: auth, billing, dashboards, and embedded AI features. From a team that ships.
Learn morePLG signals into pipeline, automatically
Trial-user lifecycle automation, product-qualified-lead scoring and routing, and expansion nudges. The revenue plumbing between product usage and sales touch.
Learn moreWe ship, not just advise
Custom AI build capability means we can architect the feature and build it, with defined-scope engagements, not hand you a slide deck.
Procurement-grade AI posture
We build the AI security and evaluation story enterprise buyers demand, so your AI feature clears procurement instead of stalling it.
Complement, not replace
A Fractional CAIO adds AI-specific architecture and vendor-landscape depth alongside your CTO, not instead of them.
Questions firm owners ask
How do AI engines build software shortlists?
What is llms.txt, and do we need one?
What does a Fractional CAIO do that our CTO does not?
We already have an AI feature. What is the gap?
What does the free scan cover?
What does an engagement cost?
Can you build the AI feature, not just advise?
Related reading
How we work
Aday Interactive, Inc. works with SaaS teams under mutual NDA. SOC 2, GDPR, and CCPA obligations are treated as design inputs on any system we build. We do not disclose product roadmaps or client engagements.
Last reviewed 2026-07.
See whether AI puts you on the shortlist
The assessment is free and comes back with a six-pillar readiness score plus the teaser checks, before you talk to anyone.
Run the free AI Readiness & PLG Scan