Resource · Cold Opener Library

50 AI cold openers
for commercial agents.

None of them are scripts. Each one names a specific exposure on a specific business.

These are example AI-generated cold openers Prospekteer produces across 8 commercial industries. They’re here to show what AI-generated openers look like in practice — not to be copied verbatim. Real Prospekteer accounts get an opener tailored to the actual prospect, not these.

See your prospects’ openers — start freeSkip to the library

10 prospects free, no card. Each one arrives with its opener already written.

50 openers across 8 industries
Named gap on every one
Built for independent agencies
The problem

Most agents wing the open.
The call dies in the first 8 seconds.

Cold opens fail at the same moment, every time. The producer says some version of “Hi, this is X with Y Insurance, do you have a few minutes to talk about your commercial coverage?” and the prospect gives the same answer the producer would give if the roles were reversed: “We’re all set, thanks.” Click. The conversation ended before there was a conversation.

Scripts make this slightly worse, not better. A canned opener gets read three times a day, gets noticed, and starts costing the producer credibility before they finish the second sentence. The thing that actually works on a cold call is leading with a specific, useful insight about the prospect’s business — something the producer couldn’t plausibly know without having done some homework. That earns the next 90 seconds.

The 50 openers below show what that homework looks like when AI does it for you. They’re organized by industry. Skim them, copy the patterns, or — better — start a free Prospekteer account and let the AI write one tailored to the actual prospects in your queue.

How AI generates these

Per-prospect, not per-script.

Every prospect Prospekteer surfaces gets its own AI cold opener written automatically. The AI reads the prospect’s industry, size, operational profile, and risk signals — the same depth a specialty agent would build by hand if they had the time — and writes 2 to 4 sentences that lead with the most likely missing or under-written coverage on that specific business.

The named gap, the renewal-window context, and the call-to-action question all come from the prospect’s actual data, not a template. Two HVAC contractors with different fleet sizes, different formation dates, and different operational signals will get noticeably different openers — even though they’re in the same vertical with the same broad gap pattern.

Every opener is editable before you call, send, or save. The AI’s output is a starting point in your voice — most producers tweak the wording, swap the example, or rewrite the close to match how they actually talk.

The library

50 openers, 8 industries.

Each opener names a specific exposure on a specific business. Patterns repeat by vertical; the specifics never do.

Trucking & Transportation · 8Healthcare · 6Construction & Trades · 8Hospitality & Food · 6Retail & Service · 6Manufacturing & Industrial · 6Professional Services · 4Specialty · 6

Trucking & Transportation8 openers

Long-haul fleet
14 power units, mostly OTR

Hi [name] — quick one. Northern Logistics is running 14 power units mostly on long-haul, and a lot of fleets your size are still on auto-only without Motor Truck Cargo. Standard auto liability covers what the truck does to others, but not the freight if a trailer goes over. Worth 90 seconds to confirm whether your current policy has cargo built in?

▶ Named gap: Motor Truck Cargo
Local delivery
22 vans, urban routes

Hi [name] — calling about Apex Delivery. With 22 vans running urban routes plus the occasional driver using a personal vehicle for a stop, the gap I see on local fleets your size is hired and non-owned auto — your commercial policy doesn’t always extend to a driver’s own car. One accident, one uncovered driver, big problem. Mind a 90-second conversation?

▶ Named gap: Hired & Non-Owned Auto
Owner-operator
1 truck, leased to carrier

Hi [name] — quick one for an owner-operator. A lot of folks running a single truck under a carrier lease end up on occupational accident coverage instead of a true workers comp policy, and the difference shows up the moment there’s a serious injury claim. Not the same coverage, not the same payout. Worth 90 seconds to compare what you actually have?

▶ Named gap: Occupational Accident vs. Workers Comp
Refrigerated trucking
8 reefer units, food-grade loads

Hi [name] — calling about Cold Chain Express. Reefer fleets your size hauling food-grade loads are usually one mechanical reefer breakdown away from a six-figure spoilage claim, and standard motor truck cargo doesn’t always cover refrigeration breakdown — it’s often a separate endorsement. Worth a quick conversation about whether yours has it built in?

▶ Named gap: Refrigeration Breakdown Endorsement
Heavy hauling
6 lowboys, oversize loads

Hi [name] — calling about Summit Heavy. Heavy-haul operations like yours are often carrying $200k+ of customer equipment on the trailer at any given moment, and standard cargo limits cap out well below that. Inland marine handles the gap, but only if it’s actually on the policy. Mind 90 seconds to compare your current limits?

▶ Named gap: Inland Marine for Equipment Hauling
Auto transport
4 car carriers

Hi [name] — quick one for an auto-transport carrier. With four rigs hauling customer vehicles on every load, the exposure most haulers your size haven’t fully addressed is on-hook coverage — when a customer’s car gets damaged in transit, regular auto liability does not pay for it. Worth a 90-second look at how your current policy handles that?

▶ Named gap: On-Hook + Garage Liability
Last-mile delivery
30 sprinters, gig drivers

Hi [name] — calling about your last-mile operation. Fleets running gig-driver models often have policies written on a smaller fleet count from when the business started — and the actual exposure has scaled past the policy without anybody updating it. One claim audit, one painful surprise. Worth a 90-second look?

▶ Named gap: Hired & Non-Owned Auto + Cargo Limits
Tow truck operator
5 wreckers, 24/7 dispatch

Hi [name] — quick one for a tow operator. With customer vehicles in your custody during every tow, the two coverages most operators your size end up under-written on are on-hook (vehicle in transit) and garage keepers (vehicle on your lot). Either gap turns into the operator paying out of pocket. Mind 90 seconds to compare what you have on each?

▶ Named gap: On-Hook + Garage Keepers

Healthcare6 openers

Long-term care hospital
90 beds, skilled nursing

Hi [name] — calling about Sunrise Care. Skilled nursing facilities your size are storing PHI on hundreds of patients under HIPAA, and most malpractice policies don’t include cyber coverage for a ransomware event. The forensic and notification costs alone usually run six figures. Mind a quick conversation about what your current cyber position looks like?

▶ Named gap: Cyber Liability
Skilled nursing facility
60 beds, mixed acuity

Hi [name] — quick one for a skilled-nursing operator. The exposure most generic-commercial policies don’t address well on facilities your size is sexual abuse and molestation — most carriers exclude it or sub-limit it unless it’s specifically endorsed. Heavy topic, but it’s the one most likely to break the agency in a single claim. Mind 90 seconds?

▶ Named gap: Sexual Abuse & Molestation Coverage
Home health agency
18 caregivers in patient homes

Hi [name] — calling about your home-health operation. Agencies your size sending caregivers into patient homes carry a professional-liability profile that’s harder to underwrite than a typical clinic — bodily injury, medication errors, allegations of abuse — and the policies written on a smaller agency don’t always scale up cleanly. Worth 90 seconds to compare?

▶ Named gap: Professional Liability for Home Health
Outpatient clinic
4 providers, EHR system

Hi [name] — calling about your clinic. Practices your size running on a cloud EHR with several thousand active patient records are squarely in cyber-liability territory — a ransomware event triggers HIPAA breach notification, forensic review, and credit monitoring on the patient list, and standard professional liability does not cover any of it. Mind 90 seconds?

▶ Named gap: Cyber Liability
Medical lab
Independent diagnostics

Hi [name] — quick one for an independent lab. Diagnostic operations your size handle medical waste and sometimes hazardous reagents that fall outside the pollution exclusion on a standard commercial policy — and the cleanup cost on even a small spill can outrun the policy entirely. Worth a 90-second look at what your current pollution coverage actually pays?

▶ Named gap: Medical Waste / Pollution Coverage
Physical therapy practice
3 PTs, outpatient

Hi [name] — calling about your PT practice. The gap I see on outpatient practices your size is the professional-liability tail — claims often surface years after a treatment, and a claims-made policy that doesn’t carry tail coverage leaves the practice exposed when a former patient files long after the policy lapsed. Worth 90 seconds?

▶ Named gap: Professional Liability Tail Coverage

Construction & Trades8 openers

HVAC contractor
4 service vans, residential + light commercial

Hi [name] — calling about Atlas HVAC. With four service vans rolling around the valley, the loss most HVAC shops your size don’t see coming is theft of tools and customer-owned equipment between jobs — standard property won’t pay for tools stolen out of a van. Worth 90 seconds to check whether your current policy has Tools & Equipment built in?

▶ Named gap: Installation Floater + Tools & Equipment
Electrical contractor
6 electricians, commercial work

Hi [name] — quick one. Commercial electrical contractors your size are usually carrying tens of thousands of dollars of customer-owned wire and equipment on the job before installation — and most general property policies don’t cover that material until it’s installed. Installation floater closes the gap, but only if it’s on the policy. Mind 90 seconds?

▶ Named gap: Installation Floater
Plumbing contractor
6 trucks, sub-contracts on bigger jobs

Hi [name] — calling about your plumbing operation. Shops your size that sub out portions of bigger jobs get bitten when a sub’s claim flows back to your policy because their certificate didn’t actually carry the right limits. Subcontractor coverage and proper additional-insured endorsements close the gap. Worth a 90-second look at how your current sub-flow is set up?

▶ Named gap: Subcontractor Coverage + Additional Insured
General contractor
Mid-size commercial GC

Hi [name] — calling about your GC operation. Mid-size GCs running multiple active job sites usually carry general liability and workers comp, but builders risk on a particular project is often left to the owner — and when it’s missed, an owner-side fire on a half-built structure becomes your problem. Mind 90 seconds to compare how that’s set up on your current jobs?

▶ Named gap: Builders Risk Coverage
Roofing contractor
Residential, 8 crew

Hi [name] — calling about your roofing crew. The exposure that drives the workers-comp premium on residential roofing is fall severity, and most policies written from quote-rate alone don’t carry the right experience modifier or premium-discount programs. Comp dollars are usually the biggest line on a roofer’s policy — worth 90 seconds to compare what you’re paying versus what the market would write?

▶ Named gap: Workers Comp (Severity Class)
Landscaping company
12 trucks + trailers, commercial accounts

Hi [name] — quick one for a commercial landscaper. Companies your size running 12 trucks plus trailers usually have an auto policy written when the fleet was smaller, and the rated vehicles haven’t kept pace with what’s actually on the road. One uncovered trailer in an accident, and the policy doesn’t respond. Mind 90 seconds to compare your current fleet schedule?

▶ Named gap: Commercial Auto Fleet Schedule
Painting contractor
Commercial interiors

Hi [name] — calling about your painting operation. The gap on commercial painters your size is care-custody-and-control — when paint or solvent damages a customer’s flooring or fixtures during the job, standard general liability typically excludes property in your CC&C. Specific endorsement closes it, but only if it’s on. Mind 90 seconds?

▶ Named gap: Care, Custody & Control Endorsement
Concrete contractor
4 trucks, owned mixers and finishing equipment

Hi [name] — quick one. Concrete operations your size are usually rolling around with $300k+ of mixers, pumps, and finishing equipment between jobs, and the coverage on that mobile equipment is often the lowest-limit line on the whole policy. Inland marine handles it cleanly. Worth a 90-second look at your current schedule?

▶ Named gap: Inland Marine for Mobile Equipment

Hospitality & Food6 openers

Restaurant
18 employees, full-service

Hi [name] — calling about Marco’s. The single loss restaurants your size don’t typically plan for is a Friday-night power outage that wipes the walk-in. Most BOPs cover the building and the equipment, not the spoiled food. A 12-hour outage on a busy weekend can be a five-figure event. Worth a 90-second conversation about food spoilage?

▶ Named gap: Food Spoilage Coverage
Bar / tavern
Late-night, full bar service

Hi [name] — quick one for a bar operator. Late-night venues with full bar service almost always carry liquor liability, but the limits on the policy were typically set when the place was smaller, less busy, and rarely the last stop of the night. One over-served patron, one bad outcome, and the limits get tested fast. Mind 90 seconds to compare?

▶ Named gap: Liquor Liability Limits
Catering company
4 vans, off-site events

Hi [name] — calling about your catering operation. Caterers running off-site usually have a BOP for the kitchen and an auto policy for the vans, but the food in transit between them often falls into a gap — neither policy covers spoilage or loss of inventory mid-route. Specific cargo endorsement closes it. Worth 90 seconds to look?

▶ Named gap: Cargo Coverage for Off-Site Catering
Bakery
Wholesale + retail, ovens and mixers

Hi [name] — quick one for a bakery operation. Production bakeries running ovens, mixers, and refrigeration are one equipment-breakdown event away from a multi-day shutdown — and standard property typically covers the equipment damage but not the income lost while it’s down. Equipment breakdown with business income closes both. Mind 90 seconds?

▶ Named gap: Equipment Breakdown + Business Income
Coffee shop
Single location, 12 employees

Hi [name] — calling about your shop. Single-location coffee operations are heavily dependent on continuous service — a fire upstairs in the building, a water-line failure, a HVAC breakdown — and the BOP usually covers physical damage but not enough business-income time to actually rebuild and reopen. Worth 90 seconds to look at the BI limits on your policy?

▶ Named gap: Business Income Coverage Period
Food truck
Single truck, event circuit

Hi [name] — quick one for a food-truck operator. Single-truck operations sit awkwardly between auto liability and commercial property — the truck itself is rarely covered fully on either policy alone. A breakdown at a weekend event becomes a lost month of revenue with no clean coverage line to fall back on. Mind 90 seconds to compare?

▶ Named gap: Auto + Commercial Property Hybrid Coverage

Retail & Service6 openers

Auto repair shop
12 employees, customer cars overnight

Hi [name] — calling about ABC Truck Repair. With customer rigs in your bays overnight, the gap I see on shops your size is Garage Keepers — standard general liability doesn’t cover damage to a customer’s vehicle while it’s in your custody. One drop, one fire, and the shop is on the hook. Mind a 90-second conversation?

▶ Named gap: Garage Keepers Liability
Auto body shop
Paint booth, customer vehicles

Hi [name] — calling about your body shop. Two coverages most shops your size aren’t fully on are Garage Keepers (customer vehicles in your care) and pollution from paint and solvent operations — overspray claims and air-quality issues that the standard GL pollution exclusion punches a hole in. Worth 90 seconds to look at both?

▶ Named gap: Garage Keepers + Pollution Endorsement
Tire shop
Mounting, balancing, alignment

Hi [name] — quick one for a tire shop. Operations your size handling customer wheels, suspension components, and alignment work end up with care-custody-and-control exposure that standard GL excludes — when a wheel goes back on improperly and there’s damage downstream, the policy doesn’t respond unless CC&C is endorsed. Mind 90 seconds to look?

▶ Named gap: Care, Custody & Control Endorsement
Dry cleaner
Walk-in storefront, on-site cleaning

Hi [name] — calling about your cleaning operation. Two exposures most cleaners your size haven’t fully addressed: pollution from cleaning solvents (the GL pollution exclusion is broader than people realize) and damage to customer goods during processing. Standard policy generally covers neither cleanly. Worth 90 seconds to compare?

▶ Named gap: Pollution + Bailee Coverage
Pet groomer
Dogs and cats, in-shop grooming

Hi [name] — quick one for a grooming operation. The exposure that surprises pet groomers is animal care liability — when an animal in your care is injured, escapes, or causes harm to another, standard GL exclusions kick in. Animal-bailee coverage is the line that actually responds. Mind 90 seconds to check whether yours has it?

▶ Named gap: Animal Bailee / Animal Care Liability
Hair salon
Color, chemical treatments

Hi [name] — calling about your salon. Salons offering color and chemical treatments carry a professional-liability profile that goes beyond the slip-and-fall a generic BOP is written for — chemical burns, allergic reactions, treatment-related injury claims. Salon professional liability closes the gap. Worth 90 seconds to compare what you carry today?

▶ Named gap: Salon Professional Liability

Manufacturing & Industrial6 openers

Small manufacturer
Single-facility production

Hi [name] — calling about your operation. Single-facility manufacturers are usually one piece of critical equipment away from a multi-week production halt — and standard property covers the equipment damage but not the income lost while it’s rebuilt. Equipment breakdown plus business income closes both. Worth 90 seconds to look at how those limits sit on your current policy?

▶ Named gap: Equipment Breakdown + Business Income
Plastic injection molding
Resins, hydraulic presses

Hi [name] — quick one. Injection-molding operations handle resins, hydraulic fluid, and process waste that the GL pollution exclusion was practically written to keep out of coverage. Even a small leak from a press becomes the operator’s problem. Site pollution liability or the right contractors-pollution endorsement closes it. Mind 90 seconds?

▶ Named gap: Site Pollution Liability
Metal fabrication
CNC + welding shop

Hi [name] — calling about your fab shop. Operations your size with CNCs, plasma, and welding equipment usually have property cover for the building, but the schedule of mobile and shop equipment lags the actual replacement cost — by the time a fire does happen, the policy pays out far below what’s on the floor. Worth 90 seconds to compare?

▶ Named gap: Tools & Equipment Schedule
Mining operation
Small aggregate operation

Hi [name] — calling about your aggregate operation. Small operations like yours often run on standard property + GL, which doesn’t address pollution legal liability for operational discharge events. One regulatory letter, and the cleanup bill hits without a coverage line to absorb it. Worth 90 seconds to compare what your current policy covers there?

▶ Named gap: Pollution Legal Liability
Recycling / scrap operation
Outdoor yard, processing equipment

Hi [name] — quick one for a recycling operator. Yards your size carry a stacked exposure profile — pollution from contaminated scrap, mobile equipment loss, and auto on the trucks moving material — that no single line on a standard policy fully responds to. Sites like this are usually under-written across all three. Worth 90 seconds?

▶ Named gap: Site Pollution + Inland Marine + Auto
Warehouse / distribution
Third-party logistics, customer goods on premises

Hi [name] — calling about your 3PL. Warehouses storing customer goods carry warehouse legal liability — when stored inventory is damaged, lost, or destroyed, standard property covers your building, not the customer’s product on it. Bailee coverage is the line that actually responds to a customer claim. Worth 90 seconds to look?

▶ Named gap: Warehouse Legal / Bailee Coverage

Professional Services4 openers

Accounting firm
8 employees, small-business client base

Hi [name] — calling about Bridge CPA. Eight-person firms doing mostly small-business returns are storing financial records on hundreds of clients, which puts you squarely in cyber-liability territory. The breach response costs alone — forensic, notification, credit monitoring — usually outrun what most professional liability policies actually pay. Mind a quick conversation?

▶ Named gap: Cyber Liability + E&O Integration
Marketing agency
12 employees, client account access

Hi [name] — quick one for an agency. Mid-size marketing agencies hold credentials, ad-account access, and creative files for dozens of clients — when that gets breached, the agency is the one fielding the calls. Standard general liability and a bare-minimum E&O don’t cover most of the breach-response stack. Worth 90 seconds to look?

▶ Named gap: Cyber Liability for Agencies
Tech startup
Series A SaaS, 25 employees

Hi [name] — calling about your operation. Companies your stage usually have GL and a cyber line written when the company was much smaller, plus no employment-practices coverage at all — and the EPLI claim is statistically the most likely first claim a Series-A company files. Worth 90 seconds to look at both at once?

▶ Named gap: Cyber Liability + EPLI
Engineering firm
Civil and structural design

Hi [name] — quick one for an engineering operation. Design firms working in civil and structural carry a professional-liability tail that runs years past the project completion date — and a claims-made policy without proper extended-reporting setup leaves the firm exposed when a claim surfaces five years later. Mind 90 seconds to compare your current ERP setup?

▶ Named gap: Professional Liability Extended Reporting Period

Specialty6 openers

Fitness studio
Group classes, personal training

Hi [name] — calling about your studio. Studios offering group classes and personal training carry professional-liability exposure that the standard BOP doesn’t address — when a client gets injured during a coached movement, slip-and-fall coverage isn’t the right line. Fitness professional liability closes the gap. Mind 90 seconds to compare what you have today?

▶ Named gap: Fitness Professional Liability
Property management
20+ residential units under management

Hi [name] — quick one for a property manager. Operators handling tenant deposits, vendor payments, and resident funds carry crime exposure (employee dishonesty, social engineering) that most general business policies write at far lower limits than the actual cash flow on a typical month. Worth 90 seconds to look at the crime sublimit?

▶ Named gap: Crime + EPLI
Self-storage
Single-facility operator

Hi [name] — calling about your storage operation. The exposure most operators don’t fully address is customer-goods liability — when a unit floods, gets broken into, or burns, the customer’s contents aren’t covered by the operator’s property policy unless tenant insurance or a customer-goods endorsement is on. Mind 90 seconds?

▶ Named gap: Customer Goods / Tenant Liability
Microbrewery
On-site taproom + distribution

Hi [name] — quick one for a brewery operator. Microbreweries running an on-site taproom plus a distribution arm carry both liquor liability (taproom) and product recall (distribution) — and most commercial policies cover one but not the other cleanly. A bad batch in distribution becomes a recall event the policy isn’t built for. Worth 90 seconds?

▶ Named gap: Liquor Liability + Product Recall
Dog daycare / boarding
40+ dogs at peak, on-site grooming

Hi [name] — calling about your daycare. Operations boarding dogs carry animal-bailee exposure (dog injured, escapes, bites another dog) plus customer-property exposure (collars, leashes, owner items) that the standard BOP excludes. Animal-care policies are written specifically for this. Mind 90 seconds to look at what you carry?

▶ Named gap: Animal Bailee + Customer Property
Event venue
Weddings, corporate events, on-site catering

Hi [name] — quick one for an event venue. Venues hosting weddings and events with on-site catering and vendor sub-contracts often have liquor liability and GL on the venue itself, but vendor-incident exposure (catering food poisoning, sub-contractor injury) flows back to the venue more often than operators expect. Worth 90 seconds to look?

▶ Named gap: Liquor Liability + Subcontractor Coverage
Scope

What this library isn’t.

We’re honest about what these openers are and aren’t, because agents who use their tools well sell more with them.

NOT THIS
Not a script library
Reading these verbatim defeats the whole point. The reason an AI-generated opener works is that it’s about the actual prospect on the other end. Use these as patterns, not as scripts.
NOT THIS
Not coverage advice
The named gap on each opener is a high-confidence starting point for an underwriting conversation. Final coverage adequacy is determined between licensed agent, carrier, and insured. Always.
NOT THIS
Not free of context
The openers reference business size, operational reality, and signal patterns. In the live product those numbers come from the actual prospect data. In this library they’re illustrative.
NOT THIS
Not exhaustive
Eight industries here. The live product runs across the full range of commercial lines. Niche industries that aren’t represented below still get an AI-generated opener; we just couldn’t fit every vertical in 50 examples.
Frequently asked

Five questions producers ask first.

Q01
Can I just copy these and use them?
You can — but the more useful play is to read them as patterns. The reason an opener earns the next 90 seconds is that it sounds like the producer did research on this specific prospect. Reading a generic opener verbatim, even a good one, undercuts that. The library is here to show you what the patterns look like; the live product writes one tailored to your actual prospect.
Q02
How long should a cold opener actually be?
Long enough to name the specific exposure. Short enough that the prospect doesn’t hang up before you get there. The openers below run 30 to 60 words — about 15 to 25 seconds spoken at a normal pace. That’s the window most commercial prospects will give a cold caller before deciding.
Q03
What if the prospect already carries the gap I named?
That’s a fine outcome. The opener gets you to the conversation; the conversation tells you whether the gap is real on this account. If the prospect already carries the named coverage, you’ve still demonstrated that you do this for a living, and you can pivot to whichever gap you find next. The point is to start a real conversation, not to be right on the first try.
Q04
Does the AI cold opener work for verticals you don’t support directly?
Yes. The vertical packs (trucking, long-term care, mining) get the deepest signal coverage, but every commercial business surfaced in Prospekteer gets an AI-written opener. For unsupported verticals, the opener leans on the broader signal set rather than a vertical-specific gap library — still tailored to the business, just with less specialty depth.
Q05
Are AI cold openers on the Free tier?
Yes. Every prospect on every Prospekteer tier — including the 10 lifetime prospects on the Free tier — gets its own AI-generated cold opener. The opener is part of the core product, not a paid add-on.
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