Photo Documentation, Room by Room

Every property is different, and Vanio makes sure your photo documentation matches the standard your host expects — with AI verification that gives you real-time feedback while you're still on-site.

Why photo documentation matters

When a host wakes at 6am to guest complaints, they need proof the unit was clean. Photos provide instant answers and protect cleaners in disputes about damage, missing items, or checkout timing.

Strong photo documentation is the single biggest thing that turns one-time work into a long-term relationship with a host.

What to capture

For each room, take at least:

• One wide shot from doorway showing the whole room
• One detail shot of the area requiring most effort (made bed, polished counter, folded towels, clean shower)
• One after shot of any problem area — stains that won't come out or low supplies needing restocking

A typical 2-bedroom turnover requires 12-18 photos; deep cleans need more.

AI-verified photo inspection

Vanio AI checks your photos in real time as you upload them. For each checklist item that requires a photo, the system:

1. Shows you a reference image — what the host expects the result to look like
2. You take your photo
3. AI compares your photo to the reference and checks it against the host's quality criteria
4. You get an instant result: pass or specific feedback on what to fix

If something doesn't pass — linens are wrinkled, counters have spots — you see the exact issue while you're still at the property. Fix it, retake the photo, and move on.

No more callbacks two hours later saying "the bed wasn't made right." You know before you leave.

Automated room detection and categorization

When you upload photos, Vanio automatically:

• Identifies room types — bedroom, bathroom, kitchen, living room, etc.
• Categorizes photos by content — bed, countertop, shower, appliances, furniture
• Tags images with descriptions — "blue sofa with ottoman," "king bed with white linens," "granite kitchen counter"
• Groups photos by area — all bedroom photos appear together, all kitchen photos together

This happens instantly as you upload. No need to manually organize or label your photos — the system recognizes what it's looking at and files everything properly.

Three ways to send photos

• From the task checklist — open the task, tap each checklist item, take the photo. AI feedback appears immediately
• By text message — MMS a photo to the conversation. Vanio matches it to your next checklist item and texts back the AI result
• From the upload link — tap the link in your text message, see each item with its reference image, upload one by one

All three methods produce identical results — photos are stored on the checklist item, AI runs the same verification, results appear in the task report.

What gets recorded with each photo

Every photo is automatically tagged with:

• Timestamp — exact capture time
• Room type and content — "master bedroom," "kitchen island," "guest bathroom shower"
• Checklist item — which specific task step it verifies
• AI verification result — pass/fail with confidence score
• AI feedback — specific notes on what was good or what to fix
• Rating — star rating, pass/fail, or thumbs up/down depending on the checklist setup

Ratings per item

Hosts can configure different rating types per checklist item:

• Pass / Fail — binary, for items like "is the bed made?"
• Stars (1-5) — for quality items like "bathroom cleanliness"
• Yes / No — for stock checks like "are toiletries present?"
• Thumbs up / down — quick approval
• Scale (1-10) — detailed quality assessment

You complete the rating as you work through each item. Required ratings must be filled before you can mark the step done.

What hosts see

Hosts receive a task report with:

• Photos organized by room — all bedroom photos together, all kitchen photos together, automatically categorized
• Expected vs. Approved — side-by-side comparison of the reference image and your approved photo
• Previous attempts — if you retook a photo, the earlier attempts are visible with the AI's rejection reason
• AI quality summary — how many items passed, average confidence score, any flagged issues
• Per-item ratings — your self-assessment alongside the AI's assessment
• Room completion overview — visual progress showing which areas are documented and verified

Cleaners with strong photo records and high AI pass rates get rated higher, win more bids, and earn more repeat business.

Flagging an issue

For broken appliances, stubborn stains, or low supplies, photograph the issue and add brief notes. The photo is flagged on the task timeline, the host sees it immediately, and it appears in the final report.

Tips for great photos

• Open blinds and turn on lights — dark photos score lower in AI verification
• Match the reference angle — the closer your shot matches the reference image, the higher your confidence score
• Hold phone steady and level — blurry photos may fail AI verification
• Don't photograph guest belongings — photograph abandoned items separately
• Take clear, focused shots — the AI needs to clearly see details to properly categorize and verify your work

Common questions

What if AI says my photo failed but I know it's fine? Move to the next item — the host can review and override. AI is a helper, not the final judge.

Do I have to retake every failed photo? No. You can skip and move on. But fixing issues while on-site means fewer callbacks and higher ratings.

Does the AI work in every language? Yes — AI feedback is automatically translated to your preferred language.

What if the AI categorizes my photo wrong? Hosts can see the actual image and will judge based on what they see, not the AI's category. The categorization helps with organization, but the visual verification is what matters for quality control.