Software buyers settle the shortlist on a handful of pages: your comparisons, your alternatives, your integrations. Those same pages now feed the answer ChatGPT and Google’s AI Overview hand back. We rank them on Google, get them cited in the AI answer, and measure the whole thing to signups instead of sessions.
A software buyer rarely converts off a top-of-funnel blog post. They convert off the page that answers “is this the right tool for me,” which in SaaS means comparisons, alternatives, integrations, and use cases. That’s where SaaS SEO lives.
The twist in 2026: those are the exact pages AI engines read to build a software shortlist. Rank them and you win the click. Get them cited and you win the answer. They’re the same pages, so the work converges.
Most engagements run all six together. You can scope a single track if that’s where the gap is. Each links to how we run it.
The pages where the shortlist gets settled. We build and rank your /vs and /alternatives pages, then win the third-party comparison threads AI engines pull from to break ties.
How we run it →The long tail that compounds: a ranked page per integration ("[your product] + Slack"), per team, per use case, plus the partner-directory listings that feed it. We build the templates and the programmatic system so hundreds ship without thin-content penalties.
How we run it →Mined from your sales calls, support tickets, and product, not a keyword tool. The factual, specific answers that rank and that LLMs decompose complex prompts into.
How we run it →Crawl, render, Core Web Vitals, plus the layer most SaaS programs skip: schema, llms.txt, and parser-friendly markup so engines can read, trust, and quote you.
How we run it →AI cites Reddit, review sites, and editorial more than your own domain. We earn placements in the threads, the editorial, and your G2 and Capterra category grids (Leader and High Performer badges included) the engines already pull from for your category.
How we run it →One weekly dashboard: citation share by prompt across five engines, organic signups by landing page, and branded-search lift. The same pages, scored on both jobs.
How we run it →A generalist agency can rank your comparison page and never know whether the AI answer cites it. We built the instrument that sees both. Software plus done-for-you execution, not a dashboard you operate alone or a deck with no data behind it.
Geology tracks your citation share across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Overviews every week. Every page we build is briefed from what the data shows, and every result is checked against it. You’re never paying to rank a page and hoping the answer noticed.
No junior hand-off, no separate content, technical, link, and GEO vendors who never talk. One team owns the comparison pages, the programmatic build, the citations, and the measurement on a weekly cadence, against one dashboard. That’s how the pages stay consistent enough for AI to trust them.
We map every high-intent page a buyer hits before they start a trial (comparisons, alternatives, integrations, pricing, use cases) and the prompts your buyers actually type, from "best [category] software for [segment]" down to "[your product] vs [competitor]" and "free [category] tool." Then we score where you rank and where you're cited today, page by page, including the G2 and Capterra category pages that already own those SERPs.
Crawl, render, schema, Core Web Vitals, plus llms.txt and parser-friendly markup. We also build the programmatic template that lets a page-per-integration system ("[your product] + Slack") and a page-per-use-case system scale to hundreds of URLs without tripping thin-content filters. Developer docs and the API reference get treated as ranking and citation assets, not buried subdomains. This layer unlocks everything built on top of it.
Your comparison, alternatives, integration-marketplace, and use-case pages, written from product and sales-call truth rather than a keyword tool, tuned for PLG intent so a "free [category] tool" searcher lands on a page that actually routes to signup, not a gated demo. Plus the programmatic system to scale the long tail without thin content.
AI trusts communities and review sites more than your own domain. We earn and shape the surfaces engines already read to assemble a software shortlist: your G2 and Capterra category grids and Leader or High Performer badges, partner-directory and integration-marketplace listings, the Reddit and community threads buyers lurk in, and the editorial roundups, without sounding like a vendor in someone else's thread.
Organic and trial signups by landing page, activation and product-qualified leads where the data connects, branded-search lift, and citation share by prompt across all five engines. We report to the revenue line, not the rankings page.
Run a Live Audit. We pull your brand against competitors on the buyer prompts that matter across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Overviews, and send the full report to your inbox.
