Removal firms turn customer videos into quotes by sending a filming brief, running the walkthrough through an AI survey tool or a general model that accepts video, checking the room-by-room inventory it produces, then converting the volume into vehicles, crew and hours in their own pricing sheet. A short call to confirm access and extras finishes the quote.
The AI is good at the part that used to take the longest: listing and sizing the furniture. What it misses is what moves the price most: the loft nobody filmed, a 40-metre walk from the nearest parking space, a piano on the second floor, the wardrobe that has to be taken apart. Build those questions into the process and a video quote can be as reliable as a home visit for most standard moves.
Step 1: Send a filming brief customers can follow
Poor videos cause most of the errors, and customers film poorly because nobody told them how. Send something like this the moment they ask for a quote:
Thanks for asking us to quote. A short video lets us price your move accurately without a home visit. It takes about 10 minutes:
1. Turn on the lights and open the curtains.
2. Film each room slowly from the doorway, then walk around the edge.
3. Open wardrobes, cupboards and the understairs cupboard for a second each.
4. Include the loft, garage, shed and garden if anything there is coming.
5. Say out loud anything that is NOT coming, like "the sofa is staying."
6. Finish outside: show where a van could park and the route to the front door.Send it back using this link: [upload link].
Point 5 saves more trouble than any other. Customers routinely film furniture they are selling or leaving behind, and a spoken "that's staying" is easy for a person or a model to pick up. Point 6 answers half of your access questions before you ask them.
Some customers can't film at all, and the brief should say what happens then. A common case: someone clearing a parent's house two hours' drive away, where nobody is living. Offer a live video call instead, with the estimator directing ("pan left, open that cupboard, now the loft hatch") and the call recorded with the customer's agreement. The recording then goes through the same inventory step as any other video. It takes 20 minutes of the estimator's time rather than 10 of the customer's, but it's still far cheaper than a four-hour round trip for a home visit, and the estimator gets to ask about access while the camera is pointing at it.
Step 2: Pick the engine that reads the video
| Route | What you get | Suits | Watch out for |
|---|---|---|---|
| Specialist survey tool (for example Yembo) | The customer records from a browser link on their phone, no app needed; the output is a numbered, photographed inventory with cubic feet and weight per item and a packing list | Firms quoting many moves a week | Subscription cost; check how it connects to your moving software |
| General assistant that accepts video (for example Gemini) | A room-by-room list you ask for in a prompt, mapped to your own volume list | Occasional video quotes, or trialling the idea | Upload limits (below); no built-in volumes unless you supply them |
| Estimator watches the video | Your usual cube sheet, filled in by hand | Complex or high-value moves | Slow; about as long as the video plus writing up |
As of September 2026, the Gemini app lets you add up to 10 files to one prompt, with each video up to 2 GB; free accounts can upload up to 5 minutes of video in total, and Google AI Pro or Ultra extends that to an hour. A three-bedroom walkthrough usually runs past five minutes, so on the free tier you'd need to split it or pay. Check Google's help page before you rely on these limits, as they change.
If you are choosing between specialist tools, the comparison of AI video survey tools for movers covers cost and accuracy side by side.
Whichever route you're weighing, test it on moves you've already done. Take the videos from three recent jobs where you know what actually went on the truck, run each through the tool, and compare. An illustrative trial of a general assistant came out like this: a two-bedroom flat at 4% over the actual volume, a three-bedroom house at 9% over (a wardrobe counted twice), and a house with a packed garage at 22% under, because the garage was filmed through a half-open door. That's a useful result rather than a failure. It says the tool is close enough on well-filmed rooms, and that your process has to catch double counts and badly filmed storage spaces, which is exactly what steps 3 and 4 are for.
Step 3: Get an inventory out, measured against your own cube sheet
The single most useful thing you can do with a general assistant is give it your own list of standard item volumes. Otherwise it invents them, and the numbers vary from run to run. Paste your cube sheet (item names and cubic feet) into the prompt with the video:
You are helping a removal company survey a home from a customer's video.
Use ONLY the item names and volumes in the list below. If an item
doesn't match, list it under UNMATCHED with a description.
For each room, list: item, quantity, volume each (from the list),
and notes (fragile, needs dismantling, heavy, glass).
Separately list:
- anything the customer says is staying or being sold
- rooms or spaces mentioned but not shown (loft, garage, shed)
- cupboards shown closed
Do not total the volumes. Do not guess anything you can't see.
My volume list:
[paste item names and cubic feet]Asking it not to total the volumes is deliberate. Summing 90 lines is spreadsheet work, and assistants are unreliable at long arithmetic; why AI is bad at maths explains the reason. Paste the list into your sheet and let it add up.
An illustrative extract from the output for one bedroom:
| Room | Item | Qty | Cu ft each | Notes |
|---|---|---|---|---|
| Bedroom 1 | Double bed and mattress | 1 | 60 | Frame needs dismantling |
| Bedroom 1 | Double wardrobe | 2 | 45 | Seen from door and from window side |
| Bedroom 1 | Chest of drawers | 1 | 25 | |
| Bedroom 1 | Mirror, large | 1 | UNMATCHED | Glass, wall-mounted? |
Look at the wardrobe line. The note says the model saw it from two angles, and when you check the video there is only one wardrobe, filmed twice. Double counting of large items is one of the most common errors in AI video inventories, and it pushes the volume up enough to change the vehicle size. Scrub through the video at double speed with the list beside you; it takes about a third of the video's length and catches most of these.
The UNMATCHED section needs a decision on every line, not just a glance. For a house with a garden, it might come back like this (illustrative):
UNMATCHED
- Rowing machine, folding type (garage)
- Fish tank, about 4 ft, appears full (living room)
- Tall clock with pendulum (hallway)
- 3 large glazed plant pots with plants (patio)
- Framed pictures, about 12, various sizes (stairs)Each needs something different. The rowing machine is simply missing from your volume list: give it a figure and add it, so it's matched next time. The fish tank is a question for the customer, because a full tank can't travel and the fish need their own arrangements. The clock may need a specialist or at least a crating decision, and it deserves a direct question about value. The plant pots are heavy for their size, so they matter to crew effort more than to volume. The pictures belong on the materials line as picture cartons. Five lines, five different actions, and none of them is a number the model should have guessed.
Step 4: Ask what the video can't show
Even a perfect inventory doesn't price the job. Send the customer a short set of questions, and let AI draft them from the gaps in its own output (closed cupboards, the unshown loft) plus your standard access list:
- Parking at both addresses: distance from the door, permits needed, loading restrictions
- Stairs, lifts and floor numbers at both ends; the narrowest doorway or turn
- Items needing specialist handling: pianos, safes, gym equipment, hot tubs
- Dismantling and reassembly: which beds and wardrobes, and whether flat-pack
- Packing: are they packing themselves, or do they want a packing service? Roughly how many boxes?
- Dates, key collection times, and whether storage is needed in between
An illustrative drafted message, after edits: "Thanks for the video, that covers most of it. Four quick questions: is the loft being emptied, and roughly what's up there? Can we park on the drive at the new house? Is the wardrobe in the back bedroom flat-pack? And will you pack yourselves, or would you like us to quote for packing?" Four questions, answered in one reply, is better than a ten-point form nobody fills in. The underlying idea, asking for exactly what changes the price, is covered in more depth in the intake questions tutorial for cleaning quotes, and it transfers well.
Step 5: Convert volume into vehicles, crew and hours
This is your pricing, in your sheet. The AI's inventory is one input; your own rates from past moves do the rest. An illustrative three-bedroom house:
| Line | Working | Figure |
|---|---|---|
| Furniture volume | Sum of inventory lines | 820 cu ft |
| Boxes | 45 medium boxes x 3 cu ft | 135 cu ft |
| Loft and shed (from customer's reply) | Estimated from description | 95 cu ft |
| Total volume | 1,050 cu ft (about 30 cubic metres) | |
| Vehicle | Fits one 1,200 cu ft truck with room for awkward shapes | 1 truck |
| Crew and time | 3 people; your past rate of about 250 cu ft loaded per hour for this crew, plus unloading, plus 2 hours' dismantling and travel | 3 people, about 10.5 hours |
| Labour | 3 x 10.5 hours x $38 | $1,197 |
| Vehicle and fuel | Day rate plus 60 miles | $310 |
| Materials | Wardrobe cartons, mattress covers, blankets | $85 |
| Overheads and margin | Your standard uplift, say 30% | $478 |
| Quote | $2,070 |
Every rate in that table is yours, not the AI's. The loading rate in particular should come from your own records of past moves, because it varies with crew experience, property type and how well packed the customer is. Can AI price a job accurately? explains why the tool that lists items shouldn't be the one setting the price.
Run the same sheet once more with a missed space added, because it shows why step 4 matters in money. Suppose the customer's garage, never filmed, adds 28% on the day, as it did on move M-0915 in the log below. The volume goes from 1,050 to about 1,344 cu ft, which no longer fits the 1,200 cu ft truck. At 250 cu ft an hour, loading and unloading rise from about 8.4 hours to about 10.8, so the day stretches to nearly 13 hours with dismantling and travel, and you need either a second van or a return trip. At the illustrative rates above, labour alone rises by about $260 before the extra vehicle. A quote that didn't state its assumptions leaves you to absorb that, or to argue about it on the doorstep.
Step 6: Write the quote around the survey it's based on
A video quote needs its assumptions written down, because you haven't seen the property. Draft this section with AI from the inventory and the customer's answers, and keep it short:
This quote is based on the video survey you sent on 22 September and your answers of 23 September. It covers the items listed in the attached inventory (1,050 cu ft), including the loft contents you described. Items not shown or listed are not included; if the volume on the day is more than about 10% higher, we'll discuss the cost with you before loading anything extra. We've assumed parking on the drive at the new property.
Attach the inventory. Customers like seeing their own furniture listed, and it settles the argument before it starts if a garage full of garden furniture appears on moving day.
Give the crew leader the words for that moment too, so the 10% clause is used calmly rather than as a threat. A message to send, or say, before loading anything extra: "Hi [first name], we've found more to move than was in the survey: the garage contents, about a quarter of a truck. We can take it today with a second van for an extra [amount], or come back for it on [date] for [amount]. Which would you prefer? We'll carry on with everything on the inventory meanwhile." It names the difference, offers a choice, and keeps the job moving while the customer decides.
Step 7: Compare the quote with what actually happened
After each move, the crew leader notes the actual vehicle space used and the hours worked. Record them against the quoted figures:
| Move | Quoted volume | Actual (crew estimate) | Variance | Reason |
|---|---|---|---|---|
| M-0912 | 1,050 | 1,100 | +5% | Extra boxes |
| M-0915 | 640 | 820 | +28% | Garage not filmed |
| M-0918 | 910 | 860 | -5% | Sofa sold before the move |
After 20 or so moves, the pattern tells you where to tighten the process. If the big misses are all unfilmed spaces, strengthen point 4 of the filming brief. If they're double counts, spend longer on the Step 3 review. If variances stay within about 10% on standard moves, you've earned the confidence to skip home visits for those, and keep them for large or complicated jobs; whether AI can replace the home survey looks at where that line usually falls.
Where video quotes go wrong
- Dark or rushed footage. Items in shadow go missing. Ask for a re-film of any room the model describes as "unclear," rather than guessing.
- "Just a few bits" in the loft. Treat any unfilmed space as a question to ask, never as zero.
- Partial moves. When the customer is only taking some furniture, confirm the list in writing; spoken comments in the video are easy to miss.
- Glass and high-value items. The inventory will list a cabinet; it won't tell you it's an antique that needs crating. Ask directly about anything valuable or fragile.
- Private footage. A walkthrough shows the inside of someone's home. Keep videos in one secure place, use a business plan for any AI tool that processes them, and delete them after the move and any claims period.
Similar principles apply to photo-based quoting in other trades; how painters and decorators quote from photos shows the same split between what AI measures and what the tradesperson prices.
Further reads
- How to Create Quotes and Estimates in Minutes With AI — General quoting habits that speed up any estimate.
- How to Reply to Every Enquiry in Under Five Minutes With AI — Reply fast so the customer films for you, not a competitor.
- How to Set Up an Approval Step for AI-Written Quotes — A sign-off step before any AI-assisted quote is sent.
- Quote to Cash: Connect Quotes, Invoices and Payments With AI — Link accepted quotes to deposits and invoices.
- Can ChatGPT Read PDFs, Spreadsheets and Photos? What Breaks — What general assistants can and can't read reliably.
- Following Up Silent Quotes With AI: A Decorator's Playbook — Chase quotes that go quiet after the survey.
- What Business Data Should You Start Collecting Now for AI? — Seven datasets worth capturing from today (enquiries, quotes, job actuals, questions, complaints, prices, feedback), with the fields that make them usable.
- AI Tools and AI Development: The Complete 2026 Guide — the AI hub, including every tutorial in the AI-for-business series.
Sources: Yembo moving survey product pages; Google Gemini Apps Help (upload and analyse files, video limits).