How AI Overviews Change B2B Software SEO

Author: Savas Tutumlu, Co-Founder & CTO

Experience: MIT-trained • 10+ years in software & acquisition • Works across SEO, AI, and engineering

Published: November 17, 2025 • Reading time: 10 minutes

AI Overviews didn’t “kill SEO”—they changed the playing field.

For B2B software companies, the biggest change is that assistants and AI summaries now stitch together answers across multiple sources. Instead of chasing one blue link, you’re trying to become a trustworthy ingredient in those answers. This article builds on our LLM search ranking guide with a specific focus on B2B software and services.

Quick Answer: New SEO Checklist for B2B Software

  • Answer key buying questions directly (pricing, timelines, risk, alternatives) on dedicated pages.
  • Structure content for machines: clear headings, tables, FAQs, and schema.
  • Show real proof: case studies with metrics, architecture diagrams, and named experts.
  • Avoid scale‑generated fluff; keep a tight content perimeter around software, AI, and performance.

1. How AI Overviews Change the Buyer Journey

In 2025, a typical B2B software buyer might:

  1. Ask an assistant: “What’s the best way to build a custom ERP for a mid‑sized manufacturer?”
  2. See an AI Overview summarizing pros/cons of custom vs SaaS and linking to a few guides.
  3. Click into 1–2 deeper pieces—often pricing guides, case studies, or methodology articles.
  4. Shortlist vendors and start comparing proposals (using frameworks like our proposal comparison guide).

Your job is to be the source those assistants feel safe citing at each step: high‑signal, low‑spin, technically credible.

2. Cover the Full Set of Evaluation Topics

Instead of 500 thin posts, you need a small number of deep, high‑intent hubs. For software development companies, that means:

AI systems look for this sort of coherent cluster when deciding which sites to cite for a given topic.

3. Structure Content for Machines and Humans

The formatting patterns you’re already using on pages like Texas software development and web app development are exactly what AI systems like:

  • Question‑style headings (“How much does…”, “What is the best way to…”).
  • Tables for comparisons (e.g., pricing models, build vs buy).
  • Explicit “Quick Answer” or “At a glance” boxes.
  • FAQ sections with matching `FAQPage` schema.

Double down on that structure for every high‑intent page and guide. It makes it trivial for AI Overviews to pull accurate snippets rather than hallucinating around your brand.

4. Lean Into Proof: Case Studies and Numbers

The safest citations for AI systems are pages that contain:

  • Concrete metrics (“85% efficiency gain”, “$420K annual savings”).
  • Clear before/after states.
  • Specific industries and use cases.

Pages like your ERP efficiency case study are exactly the kind of material to surface in assistant answers—especially when they’re tightly linked from industry pages and relevant guides.

5. Respect Site Reputation and Content Boundaries

Google’s 2024–2025 updates on site reputation abuse are clear: don’t turn your high‑trust software domain into a generic content farm.

Your current strategy—keeping content focused on software, AI, and performance, plus publishing a Search Quality Manifesto—is exactly what we recommend to B2B software clients.

Going forward, keep your perimeter tight:

  • Only publish content that directly supports core services (custom dev, AI, ads) and buyer decisions.
  • Avoid random “Top 100 tools” listicles or off‑topic AI news recaps.
  • Document your content rules so future contributors don’t drift.

6. Next Steps

To make your B2B software site AI‑Overview‑friendly:

  • Finish your evaluation cluster: RFP, due diligence, questions, pricing, and proposal comparison (you’re already shipping these).
  • Add or refine “Quick Answer” sections on your top money pages (custom software, locations, mobile/web app pages).
  • Keep expanding proof: case studies and industry‑specific narratives.

Our team uses this exact playbook on our own software company pages. If you want a second opinion on your AI‑era SEO strategy, we’re happy to review your current content map on a short call.