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How BidScript got 40x more Google AI answers: an AI Overviews case study

From 10 to 400 a day.

This AI Overviews case study covers BidScript, a UK bid management software company whose appearances in Google's AI answers rose from about 10 a day to about 400 a day between June and September 2026: 40x in 3 months. Search impressions grew 389% in 6 months, and BidScript was featured in The Times in July 2026.

The work behind it was plain: clear positioning, answers to the questions bid teams ask, comparison pages, structured data, technical SEO and digital PR. Here's what we did, in order, and what other businesses can take from it.

Josef Winstone, Founder & Managing Director, Foundry Agency

By Josef WinstoneFounder & Managing Director · 7 min readUpdated

  • 40x

    more Google AI answers in 3 months

  • +389%

    search impressions in 6 months

What happened in this AI Overviews case study?

BidScript's appearances in Google's AI answers went from about 10 a day in June 2026 to about 400 a day in September 2026. That's a 40x increase in 3 months.

Over 6 months, its Google search impressions grew 389%. And in July 2026, BidScript was featured in The Times. Every figure comes from BidScript's own Google Search Console data. We publish relative results only, never a client's revenue.

Who is BidScript, and what was the problem?

BidScript makes bid management software for UK companies that write tenders and proposals. It's a niche where buyers research carefully and compare suppliers before they book a demo.

BidScript had a strong product but not years of SEO history behind it. It needed to show up when bid and procurement teams searched, and when they asked AI tools which bid management software to use. We started working together in April 2026, on SEO, AI search, content, digital PR and paid ads, with Foundry's founder as fractional CMO.

What did we do, step by step?

Seven pieces of work, in roughly this order. None of them is new on its own. Doing them together, quickly, is what moved the numbers.

  1. Positioning and messaging: what BidScript is, who it's for and why it wins, written in buyers' words.
  2. A content programme answering the specific questions bid teams ask, one clear page per question.
  3. Comparison pages: clear, factual pages comparing BidScript with the alternatives, the kind of page that answers "which software should I use?".
  4. Technical and on-page SEO: titles, structure, schema and internal links.
  5. AI search: facts, FAQs and structured data in plain text, so Google and assistants could check and cite them.
  6. Digital PR: the story that landed BidScript in The Times.
  7. Google Ads and LinkedIn Ads alongside, so the sales team had demand while organic search grew.

Why did Google start citing BidScript?

Because BidScript's pages became the clearest answers to the questions its buyers were asking. That's our reading of it, based on what changed and when.

Google builds AI Overviews from its own search index, and it runs related searches behind the scenes to cover the different parts of a question. A search about bid management might also pull in questions about tender writing, procurement rules and software choice. BidScript had a clear page for many of those parts, each opening with a direct answer.

The comparison pages mattered because buyers ask comparison questions, and a factual comparison is easy to quote. The Times coverage mattered because it gave Google, and every other source, an independent mention that backed BidScript's claims up.

What didn't we do?

There was no special AI Overviews markup, because Google says none is needed. There was no keyword stuffing, and no pages written to game a system.

Every page answered a real question a bid team would ask, in plain English, with the answer first. The structured data matched what was on the page. The rest was ordinary SEO and PR, done quickly and in the right order.

What can other businesses copy?

The method, not the numbers. Every market is different, and nobody can promise the same result. But the steps work anywhere buyers research before they buy.

  • Write down who you're for and why you win, in your buyers' words, and use it everywhere.
  • List the questions your buyers ask, and answer each one on a clear page, answer first.
  • Publish fair comparison pages. Buyers and AI tools both look for them.
  • Put facts, FAQs and matching structured data in the HTML.
  • Earn coverage in the press your buyers read. It backs up everything else.
  • Track Google's AI answers in Search Console every month, alongside impressions and clicks.

How long did it take?

We started in April 2026. Google AI answers began climbing in June and reached about 400 a day by September, 3 months later. Search impressions grew 389% over 6 months.

That's fast for a niche B2B market, and it came from doing several things at once rather than one thing slowly. Our AI Overviews guide has the general method if you want to start on your own pages.

BidScript's results

From BidScript's own Google Search Console data.

  • 40x

    more Google AI answers in 3 months

  • +389%

    search impressions in 6 months

  • Featured in The Times

Read the BidScript case study

Also working with

  • WorkMule
  • Backpedal
  • BidScript
  • Oxford Brookes University
  • London Neurology Partnership
  • 2XN
  • Against All Odds UK

How does Foundry do this for other businesses?

The same way, adjusted for your market. We start with your buyers' questions, check which ones show a Google AI answer and who's cited, then build the pages, facts and structured data that should win them.

SEO, AI search and digital PR sit with one senior team, so the content, the comparison pages and the press coverage back each other up. You get a report on the 1st of every month, and updates over WhatsApp or Slack in between.

Our averages. Not our best days.

Our averages

  • 7days

    To a first PR feature

  • 20mins

    Average reply time

AI Overviews case study FAQs

  • Appearances of BidScript's pages in Google's AI-generated answers, as counted in its Google Search Console data. They rose from about 10 a day to about 400 a day between June and September 2026.

  • Work started in April 2026. Google AI answers grew 40x in 3 months, from June to September 2026, and search impressions grew 389% in 6 months.

  • No. Google says AI Overviews need no special markup. BidScript's pages used standard structured data that matched what was visible on the page.

  • We think so. A feature in The Times is an independent source that backs up what a business says about itself, for buyers, for Google and for AI tools.

  • The method works in any market where buyers research before they buy. Results depend on your market and competition, and nobody can guarantee a place in AI Overviews.

  • Fractional CMO, SEO, AI SEO, content, digital PR, Google Ads and LinkedIn Ads, all run by Foundry.

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