Why Offrly vs other valuation sites: photo-aware AI prices the home, not the address

Other UK valuation sites are traditional automated valuation models: they look up your address and return a postcode-anchored estimate from a database. Offrly is photo-aware: an AI property analyst reads the actual listing photos — garden, internal condition, finish, light — the way a human would, and a hyperlocal regression resolves prices to the street rather than the postcode. Free, anonymous, with a public prediction-vs-outcome accuracy report against HM Land Registry sold prices.

• Traditional automated valuation models look at your address; Offrly looks at your home's photos.
• Hyperlocal regression resolved to the street, not the postcode — variation that postcode averages flatten away.
• Live market data updated every minute, not a stale database snapshot.
• Photo-aware ML weighs garden, condition and finish on every comparable, the way a human analyst would.
• Trained on millions of UK property data points.
• Free, ~30 seconds, no email handover, accuracy report curated and published openly.

The honest difference: what does the AI actually see?

Other valuation sites call themselves "automated valuations". The technical name for what most of them are is an automated valuation model — a statistical tool that takes your address, your last sale price, the local trend, and runs them through a regression that resolves at the postcode or area level.

Traditional automated valuation models cannot see whether your garden is overgrown or laid as a stone terrace, whether the kitchen is original or last year's refit, whether the photos look bright or grim. Two identical-on-paper houses on the same street get effectively the same estimate, because the tool can only see paper.

Offrly is photo-aware. The AI reads the actual listing photos — garden, internal condition, finish, light — the way a seasoned property analyst would, and a hyperlocal regression resolves prices down to the street rather than the postcode. The two identical-on-paper houses get different numbers, because they aren't actually identical, and the price variation between adjacent streets that a postcode average flattens away is preserved.

That's the gap that matters. Postcode averages are useful for context. They aren't useful for telling you what your home is worth.

How Offrly actually prices a home

The price isn't a postcode lookup. It's a model that combines:

• Location, but properly. Not "Manchester average" — the specific street, the specific block, the specific micro-area where comparable homes have actually sold or been listed.
• Live market data, updated every minute. Active comparable listings are pulled at query time. A listing that went live an hour ago is in the dataset; a listing that just dropped its price is reweighted on the next query. Most traditional automated valuation models refresh weekly or monthly, so they trail the actual market.
• Real-time property condition. Photo-aware AI reads the actual listing photos of the target home — garden, internal condition, layout, finish, light — and weighs them against the photos of every nearby comparable currently on the market. Real condition moves the price; identical addresses with different finishes are valued differently.
• Trained on millions of UK property data points. The pricing model has been trained on the long-run sold history plus the live listings flow. Sold prices anchor the long-run trend; live listings signal the current direction of travel.

The full methodology and the curated set of prediction-vs-sold-price pairs against HM Land Registry data are published at /accuracy-report — auditable, not just stated.

What Offrly saves you that other valuation sites don't

• The email handover. Most free address-based valuation tools gate the report on your contact details — name, email, sometimes phone. Offrly is anonymous: nothing is logged against an email, nobody calls you afterwards.
• The address-database limitation. Offrly works for any UK postcode and property type, including new-builds and conversions where address-anchored tools often fall short.
• Stale snapshots. Traditional automated valuation models typically refresh weekly or monthly. Offrly's comparable listings are live at query time, so a fast-moving market is priced as it is now, not as it was last refresh.
• Hidden methodology. Other tools publish hit-rate bands without traceable methodology. Offrly's accuracy report is computed from a curated, auditable set of prediction-vs-HMLR-sold-price pairs and described in full at /accuracy-report. Trust the numbers you can audit.

Better quality, not just more privacy

Photo-aware grading isn't only a privacy upgrade — it's a quality one. The AI reads thousands of comparable listings and remembers all of them. So:

• Two homes on the same street with different finishes get different estimates.
• Recently re-listed comparables (the strongest live signal) carry the most weight.
• Outliers — the misfiled listing, the stale price — get spotted instead of averaged in.

The reason traditional address-only automated valuation models persist is that they're cheap to run. Photo-aware AI plus a hyperlocal regression gives you the actual answer, with the receipts.

What other valuation sites are still useful for

• Address-only convenience. If you just want to type an address and see a number with zero detail entry, a traditional address-based tool is one click.
• Existing accounts. If you're already deep in a particular site's account-and-alerts ecosystem, switching tools has a friction cost.
• Long-term tracking via email reports. If you want recurring email reports on the same address, an email-list model fits.

These are real reasons. They're just not where Offrly's AI-native angle changes the answer.

Bottom line

Other valuation sites look at the address. Offrly looks at the home — the actual photos, weighed against live comparables updated every minute, scored by a model trained on millions of UK property data points. If your home is worth pricing on its actual merits, let the photo-aware AI read the photos.

Neither tool replaces a RICS-qualified surveyor. For mortgage, insurance, probate or tax decisions, commission a RICS survey.