What AI agents mean for Professional and B2B services

What agents do in professional services today

Written for the managing partner or practice lead of a law, accounting, consulting or agency business, and for whoever runs the website and the enquiry form.

• 29 Sep 2026

  Meta said on 29 September 2026 that Muse for Small Business takes goals such as finding new customers and works across connected business tools.

  Meta: Muse for Small Business (29 Sep 2026), read 4 Nov 2026
• 19 May 2026

  Google said at I/O on 19 May 2026 that for categories like home repair, beauty or pet care, users can ask Google to call businesses on their behalf, rolling out across the US that summer.

  Google: Search I/O 2026 updates (19 May 2026), read 4 Nov 2026
• 4 Mar 2026

  Angi launched an app in ChatGPT on 4 March 2026; quote requests continue in Angi's own AI helper.

  Trade press report. Barchart: Angi launches the Angi app in ChatGPT (4 Mar 2026), read 4 Nov 2026
• 28 Jan 2026

  Google said on 28 January 2026 that testers used Chrome auto browse for getting quotes for plumbers and electricians and filling out online forms.

  Google: Gemini in Chrome auto browse (28 Jan 2026), read 4 Nov 2026
• 25 Nov 2025

  Google said on 25 November 2025 that users can ask it to call local businesses to gather availability and discounts, with a summary sent by text or email.

  Google: agentic calling how-to (25 Nov 2025), read 4 Nov 2026

Decisions for leadership

These three belong to the managing partner or practice lead, not to the developers. Each can be settled in a meeting, and each changes what the web team is asked to build.

1. Which requests an agent may submit for a client: a quote, a first call, an intake form.
2. Which steps always need the client: engagement letters, confidential documents, payment.
3. Whether fee ranges or day rates are published as text.

• What to tell legalWhat your terms and consent rules say about agents acting for customers.
• Whether prices and policies are readable as textWhich prices, fees and policies are plain text on the page an agent reads.
• Whether to publish an API or an MCP serverWhether agents finish tasks through an interface you publish, or through your web forms.

The numbers that frame the risk

Figures labelled as vendor claims come from Ora or another vendor's own publication and are given with the date they were read. The crawl figures are this site's own.

• 5 Nov 2026

  On Ora's public leaderboard read 5 Nov 2026, the 92 entries in the Legal & Compliance category averaged 53.7 out of 100; 14 scored B (70) or above and 0 scored A (86) or above.

  Vendor claim. Ora public leaderboard, category averages, read 5 Nov 2026
• 5 Nov 2026

  On Ora's public leaderboard read 5 Nov 2026, the 225 entries in the Marketing category averaged 53.9 out of 100; 32 scored B (70) or above and 2 scored A (86) or above.

  Vendor claim. Ora public leaderboard, category averages, read 5 Nov 2026
• 4 Nov 2026

  In the network's own crawl, run of 4 Nov 2026 (13,071 of 13,071 domains from Tranco list 746WX plus Ora leaderboard domains), 12.9 percent of 10,565 home pages returned 401 or 403 to a plainly labelled agent user agent.

  Scorecard methodology: the crawl of 4 Nov 2026, read 4 Nov 2026
• 8 Oct 2026

  Ora's lab found (8 Oct 2026) that answers built without reading the business's site were 3.7 times as likely to miss every fact the buyer asked for (25 percent versus 7 percent of 2,499 graded answers).

  Vendor claim. Ora research: AX is the new AEO (8 Oct 2026), read 4 Nov 2026

Where professional services stands on Ora's leaderboard

Ora ranks sites on a public leaderboard, grouped by category. On 5 November 2026 it listed 375 sites in the HR & Recruiting, Legal & Compliance and Marketing categories, the ones that stand in for professional services in this site's crawl. The median score was 53 out of 100 and the top score was 89. 49 of the 375 scored B (70) or above. These are Ora's figures, vendor-published, and they describe the sites Ora lists, not every business in the sector.

The middle half of the listed sites scored between about 43 and 64. A score of 43 or lower sits in the bottom quarter of the professional services sites Ora lists, and 64 or higher in the top quarter. To place your own site, scan it with Ora (free, public pages only) and read the result against these numbers, then see how competitors in your sector score.

Where professional services stands in the crawl

• 97%allow the four main AI agents
  331 of 342 sites with a readable robots.txt let GPTBot, ClaudeBot, PerplexityBot and Google-Extended in at the root.
• 95%show readable text on the home page
  339 of 355 home pages gave a plain fetch 150 words or more of text.

The sample is 377 professional services domains from the crawl of 4 Nov 2026. The sector figures use Ora leaderboard categories as stand-ins, not a definition of the sector: Marketing (226 rows), Legal & Compliance (92 rows), HR & Recruiting (58 rows), plus 1 domain placed by a keyword on the domain name. The full professional services scorecard has all four measures and the method.

Check your own business

• Self-check for professional servicesThe 18 core questions with examples from this sector, plus two extra questions. Scored in your browser.
• Boardroom brief for professional servicesOne page you can paste into a deck, with the decisions and the numbers above.
• Scorecard for professional servicesThe four crawl measures for this sector and how they were counted.