Yes, and it is one of the better uses for it. Comparing insurance proposals by hand is slow and easy to get wrong, and AI is good at exactly that kind of work.
The limit is narrower and more specific than most warnings about AI suggest.
The Short Version
Use it to find differences between documents, to translate the terminology, and to build a list of questions for your agent.
Two limits are worth holding onto. It can only read what you give it, and a quote summary is not the policy. And it has no view of the market work that happened before those documents existed.
What It Is Genuinely Good At
Side by side comparison of proposals is tedious, and tedium is where human attention fails.
Hand it two or more proposals and it will reliably surface premium, deductibles, liability and property limits, valuation method, endorsements listed, sublimits, and exclusions shown. It is better than most buyers at noticing that two quotes are not actually quoting the same thing, which is the single most common problem with comparing insurance on price.
It is also good at plain English. Ordinance or law, loss of use, actual cash value against replacement cost, completed operations, waiver of subrogation: these are all explainable, and a tool that explains them makes you harder to sell something to.
The best use is probably the least discussed. Instead of asking which is better, ask it to produce the questions you should take to your agent. A list that reads “the dwelling limit is lower on quote B, ask what valuation basis was used” is worth more than a verdict.
The Thing It Cannot See
Every proposal you hold is the output of a process you did not watch.
Before those documents existed, somebody decided which carriers to approach, how to describe your risk, what to include in the submission, and what to do about the ones that said no. None of that is in the PDF.
So AI cannot tell you:
- which carriers were never approached
- whether a market was unavailable because another broker reached it first
- whether a decline came from the risk or from a thin submission
- whether an underwriter would reconsider with better information
- whether a different structure was available and not offered
That last set is often where the real difference sat. On commercial and specialty accounts, markets can be held by whoever submitted first, which we cover in how multiple agents can block each other from the same carrier. A comparison of what came back cannot detect what was never reachable.
A Proposal Is Not the Policy
This is the failure mode worth understanding, because it produces confident wrong answers.
A proposal might say:
Water backup: Included
That line does not tell you the limit, the deductible, how the endorsement defines the covered event, what it excludes, or whether another form modifies it. Two proposals can both say included and provide materially different coverage.
The commercial version is worse, because contracts care about specifics. Additional insured: Included does not say which endorsement form applies, whether it reaches completed operations as well as ongoing operations, or whether it is blanket or scheduled. A general contractor’s contract usually cares about all three.
If the endorsement schedule and the actual forms are not in what you uploaded, AI is analyzing a summary and calling it a policy. That is not a flaw in the tool. It is a gap in the inputs.
Confidence Is Not Accuracy
Insurance is a poor place to accept a confident guess, and these tools are built to sound assured.
The fix is in how you ask. Rather than “am I covered for this,” ask what the attached documents appear to say, require that confirmed facts are separated from unclear ones, and ask explicitly for what cannot be determined from what you provided.
That one change in phrasing does more for the quality of the answer than switching tools.
Five Prompts Worth Using
These are written to be pasted in and edited. Each one is built to make the tool admit what it does not know.
1. Work out what kind of agent you need
I need insurance for the following situation:
[Describe the home, vehicles, rental properties, business, operations,
employees, property, loss history, or other relevant detail.]
Help me work out what kind of insurance agent or broker fits this.
Explain whether a captive agent, an independent agent, or a specialty
broker is likely to be the better fit, and why, for this specific
situation rather than in general.
Then give me the questions I should ask before I let anyone submit my
account to a carrier.
Do not assume the cheapest option is the best one.2. Interview the agent
I am interviewing an insurance agent to handle my [personal / commercial /
specialty] insurance.
Give me 10 questions that test:
- experience with risks like mine
- which carriers they can realistically access for my class
- whether they are captive or independent
- how they compare coverage rather than only price
- whether market clearance could be an issue if more than one agent is working my account
- how claims questions are handled
- what happens at renewal
- whether they will tell me to stay where I am when that is the right answer
For each question, tell me what a strong answer sounds like, and what
should prompt a follow up.3. Compare the proposals
Compare these insurance proposals side by side.
Do not treat a lower premium as better value.
Compare premium, deductibles, limits, valuation method, endorsements,
exclusions, sublimits, and optional coverages, using only what the
documents actually show.
Then separate your findings into three lists:
1. differences confirmed by the documents
2. things that are unclear or missing from what I gave you
3. questions I should ask before deciding
Do not infer policy provisions that are not in the documents. If a
coverage is listed as included without terms, put it in list 2.4. Compare the proposal against what I actually need
Here is my situation:
[Describe the home, vehicles, drivers, assets, business operations,
employees, revenue, contracts, property, equipment, locations, and
loss history.]
Review the attached proposal against that description.
Identify exposures that appear to be addressed, exposures that are not
clearly addressed, limits or deductibles worth questioning, and
exclusions I should understand before buying.
Do not state that coverage exists unless the documents clearly support
it. Give me a short list of questions for my agent.5. Challenge the recommendation
My insurance agent recommends this option. I have attached the proposal
and their explanation.
Act as a skeptical second reviewer.
Give me the strongest case for the recommendation, then the tradeoffs,
what I would be giving up, and anything that should be confirmed before
I buy.
Also give me questions about the process rather than the documents:
which other markets were considered, whether any were unavailable or
already cleared to another broker, and whether there is reason to ask
the preferred carrier to look again at pricing or structure.
Do not invent coverage that is not shown.Prompt five is the one most people skip and the one that tends to produce the most useful conversation.
What to Expect From Whoever Is Advising You
Run these prompts on any proposal you are given, including ours.
The answers they produce are mostly questions, and the questions are a fair test of an agent. Which markets were approached and why. What came back. Where the meaningful differences are. Whether anything was unavailable, and if so why. An advisor should be able to answer those without preparation, because that is the work.
If a comparison raises something your agent has not addressed, ask. Before buying is considerably cheaper than after a claim.
The Bottom Line
Use AI. It will make you a better insurance buyer, and it will make the conversation with your agent sharper.
Just hold the distinction clearly. AI analyzes the quotes that reached you. Whether the right ones reached you at all is a different question, decided before any of these documents existed.