Resources · Measuring AI Visibility

What Buyer Questions Should I Test to Measure Visibility for a Business Insurance Agency?

A business insurance agency should test the questions owners ask when they need cover: by industry and coverage type, by the requirement that forced the purchase, by cost, and by problem. Examples of requirements are a lease, a contract or a new hire. Problems include a non-renewal or a risk no one will write. Add questions comparing an agent with buying online, and questions that name your city or state. Test them across the main assistants, including Google's AI features, and record whether answers name agencies, online insurers or carriers, and whether state-specific rules are described correctly.

What questions should you test?

Industry and coverage

  • "Insurance for a restaurant in [city]"
  • "General liability for a handyman in [state]"
  • "Workers' comp for a roofing company in [state]"
  • "Cyber insurance for a dental practice"
  • "Commercial auto for a food truck"

Use the industries you actually write. Specific industry questions are the ones where an agency has the best chance of being named, because generic questions tend to go to online insurers.

Requirement-triggered

  • "Insurance required for a commercial lease"
  • "I need a certificate of insurance today for a job site"
  • "Insurance requirements for a government contract"
  • "Do I need workers' comp for one part-time employee in [state]?"

These questions come from owners with a deadline, who act quickly on a clear answer.

Cost

  • "How much does general liability cost for a landscaping business in [state]?"
  • "Average business owner's policy cost for a small retail shop"

Problems

  • "My business insurance was non-renewed, what now?"
  • "Can't find insurance for a trampoline park"
  • "Insurance for a business with past claims"

Agent versus online

  • "Should I use an independent agent or buy business insurance online?"
  • "Cheapest way to get general liability insurance"

Agency selection

  • "Best commercial insurance agent in [city]"
  • "Independent insurance agency for manufacturers in [state]"

How should you run and record them?

  1. Run each question two or three times per engine, with the location set to your area.
  2. Record who is named: local agencies, national brokers, online insurers and marketplaces, or carriers.
  3. Record the advice: does the answer suggest an agent, buying online or going to a carrier?
  4. Check accuracy of state rules and requirements. Workers' compensation is an example: in North Dakota, Ohio, Washington and Wyoming, it is provided through a state fund rather than private insurers. An answer that tells an owner there to "get quotes from several agents" is wrong.
  5. Record the sources: agency sites, directories such as Trusted Choice, carriers' "find an agent" pages, online insurers' guides, and review sites.
  6. Repeat monthly, and before seasonal peaks such as the start of contractor season.

The advice split in step 3 is often the most revealing result. If most answers point owners to online insurers for simple cover, focus your effort on the complex and requirement-driven questions where an agent adds value.

What evidence gets an agency named?

  • Industry pages for each sector you write, covering typical coverage, common requirements, what drives cost, and the carriers or markets you can access.
  • Requirement pages: certificates of insurance and turnaround time, lease and contract requirements, additional insured endorsements.
  • Hard-to-place risks: state plainly if you have access to excess and surplus lines markets.
  • Licences: state your producer licences. Owners can check them through their state insurance department's licence lookup.
  • Local signals: a complete Business Profile, honest reviews that every client is asked for in their own words, never with suggested wording, and listings in the directories cited for your area.
  • Cost guidance: typical ranges by industry and size, with the factors that change them, within your state's advertising rules.

Why assistants sometimes name brokers rather than carriers, and how carriers respond, is covered in why ChatGPT recommends an insurance carrier's broker partners but not the carrier. The sector's wider strategy is covered in how finance and insurance companies can tailor a GEO strategy.

What might an illustrative first run show?

Consider an illustrative independent agency in Columbus that writes contractors, restaurants and small manufacturers. It tests 30 questions three times in five engines. For "insurance for a restaurant in Columbus", two engines name it, citing its restaurant page and Business Profile. For contractor questions, answers mostly send owners to online insurers, and none mention the certificate turnaround that the agency's contractor clients value most. For "workers' comp for a roofing company in Ohio", one engine tells the owner to compare quotes from private insurers, which is wrong in Ohio's state-fund system. The agency publishes a contractors page covering same-day certificates, additional insured requirements and Ohio's workers' comp rules, and asks every client for an honest review. Its next monthly run shows it named in some contractor answers for the first time.

What do people ask about testing insurance agency visibility?

How many questions does a business insurance agency need?

About 25–40, weighted towards the industries and requirements you write most. Add a few cost and problem questions for each.

Do online insurers always win simple coverage questions?

Often, for very small businesses and simple cover. Agencies do better on complex risks, multiple coverages and questions with a deadline.

Should we test personal lines questions too?

Only if you write them. Keep them in a separate group so they do not mix with commercial results.

How quickly can results change?

Engines that search the web live can reflect new industry pages and reviews within weeks.

Published by The Kovmere Team · updated Sep 29, 2026 · More resources