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An AI called. A human answered. 10,000+ times.

I got tired of arriving somewhere with my son’s buggy and being turned away at the door. Google Maps doesn’t ask. TripAdvisor doesn’t ask. So I built Poppy: an AI that calls London venues every day and asks one question: are you pram-friendly? The answers go on a free map covering 1,191 venues across 24 boroughs. Every pin represents a real conversation. Poppy asked. A human picked up. The answer is on the map.

Free map. Live data. No reviews. Just what venues said when the phone rang.

Get updates when your borough gets new ratings

No spam. One update when your area gets new data.

“I got tired of arriving at a cafe with my kid’s buggy and being turned away at the door. Nobody had the data. Google Maps doesn’t ask. TripAdvisor doesn’t ask. So I built an AI to call ahead for me — every venue, every day. I didn’t expect it to become a systematic dataset. I didn’t expect anyone to care. But here we are.”

Mike Litman, founder

Four ways to think about it

Tech / AI

An AI called 10,000+ times. A human picked up every time. That’s what makes the data real.

Every rating came from a real conversation. Only 4 people suspected a machine. Average call: 29 seconds.

Parenting

London’s first systematic pushchair access map – built by a dad with a buggy and too much curiosity

250,000 babies are born in London every year. Google doesn’t tell you if your buggy fits through the door.

Data

Haringey is London’s most pram-friendly borough. GAIL’s is the most reliable chain.

Every London borough ranked by accessibility. Real phone calls, not reviews. First time this data has existed.

Weird & Unexpected

Poppy called another AI. Then another. Four AI-to-AI conversations about pushchair access.

Gloria, Carlotta, Caravan King’s Cross, Boulangerie Jade. Two AIs. One question. Neither blinked.

Find buggy-friendly venues near you.

Over 1,000 venues rated across 24 London boroughs. Free, no ads.

See the map →

Three steps. One honest answer.

Google Maps doesn’t ask. TripAdvisor doesn’t ask. So we built an AI to call ahead for you, every venue, every day. Anyone can put venues on a map. Buggy Smart only shows you what a human actually said.

01

Our AI calls

A friendly AI voice agent calls every venue and asks directly: are you pram-friendly? Can a pushchair get through the door?

02

We listen

The conversation is transcribed and analysed. Each venue is classified as buggy-friendly, tight squeeze, or not accessible – based on what they actually said.

03

You decide

Results appear on a free interactive map with quotes, ratings, and notes straight from the venue. No guessing. No outdated reviews.

The 90% that don’t make it onto the map – voicemail, IVR, no answer, unclear – aren’t failures. They’re the filter. That’s what makes the 10% reliable.

£5,000
Manual cost
337
Human hours
£300
Total build cost

Poppy did it in weeks, autonomously. At London Living Wage.

📍 Live map

10,000+ conversations. Real questions, real answers, on the phone like anyone else would ask.

Over 1,000 venues. Every pin is a real phone call.

Green means yes. Amber means tight. Red means no. Every rating comes from Poppy calling the venue and asking directly. The map updates itself three times a day.

Open the map →
10,000+ Calls made And counting
1,191 Humans answered 39% pick-up rate
29s Avg. call Shortest 7s · longest 91s
484 Called again Unclear first time round
0.4% AI detection rate Most had no idea

London's only verified buggy access dataset.

Most data is frozen the moment it’s collected. This data isn’t. The classifier re-evaluates past calls as it improves – so ratings get more accurate over time, even for calls made months ago. The map corrects its own past work automatically.

20 April 2026 — no new calls required

184 venues were added to the map overnight without a single new call being made. The pipeline ran at 9pm, worked through a backlog of previously-unclear transcripts, resolved them, and deployed by morning. No human was involved at any point.

🤖 AI called AI
Then Poppy called Gloria.
Neither of them blinked.
Poppy Hi, silly question – are you baby and pram friendly?
Gloria Thanks for calling Gloria London. How can I help you today? Just so you know, I’m an AI assistant, and this call is being recorded.
Poppy I just mean can I get the pram through the door basically?
Gloria Yes, we can definitely accommodate prams. We have high chairs available and we’ll help you get your pram situated where space allows.

Gloria is an AI receptionist at a Shoreditch venue. Poppy called it. Two AIs discussed pram access for 90 seconds. Neither flagged it as unusual.

▶ Read the full story

10,000+ calls. Every answer verified.

Poppy calls venues unassisted. Real staff pick up, not knowing they're talking to an AI. Each response is transcribed, rated, and added to the map. Here's what one call sounds like.

A selection of what we’ve heard

Rocca Di Papa · Camden
Pram friendly

Of course we are. Is there anywhere that is not friendly like this?

The most offended yes we’ve received.

Mr Bao · Peckham
Pram friendly

Of course, we are. Bring them.

Two sentences. Zero hesitation.

Planet Organic · Islington
Pram friendly

Baby and pram friendly? Uh, yeah, of course.

The “uh” before “of course” is doing a lot of work.

Hausu · Hackney
Pram friendly

We have high chairs here and we can put your pram in the back of the room.

Already figured out the logistics before we even asked.

Maldron Hotel · London
Pram friendly

Are we pram-friendly? Yes.

Repeated the question back. Then answered it.

Loom Club · Hackney
Pram friendly

We have a lift access, so we are definitely baby pram friendly.

Lift access. Thought of everything.

Heritage Dulwich · Dulwich
Pram friendly

We are open for Saturday, Sunday afternoon, and we welcome babies and prams.

Even included the hours. Above and beyond.

Allpress Espresso · Hackney
Not accessible

No, I hate them.

We asked about prams. This was the answer.

De Beauvoir Arms · Hackney
Not accessible

No. Thank you for calling.

The politeness of it.

Clays, The City · Shoreditch
Not accessible

No. No, we aren’t.

Twice, just to be clear.

Belle Livingstone’s 58th Street Country Club · Peckham
Not accessible

No, unfortunately.

Some venues are self-explaining.

The Kenton Pub · Hackney
Not accessible

No, we are adult only pub, I’m afraid.

AI-collected call · Hackney

Adults only. That’s final.

Brixton Jamm · Brixton
Not accessible

We’re not unfriendly, it’s just — I’m not sure it’s the right environment, you know?

Diplomatically no.

CuppaPug · Hackney
Tight squeeze

The pram will be stored in a separate space just to stop the pugs from weeing on it.

Pram parking available. Pugs not responsible for any damage.

Viktor Wynd Museum · Hackney
Tight squeeze

The pram can’t go to the museum, but you can leave the pram upstairs and carry the baby downstairs.

AI-collected call · Hackney

Leave the pram. Carry the baby.

Greggs · Balham
Buggy-friendly

Yeah, we can make it.

Greggs, treating pram access as a logistical challenge.

Castles Pie Shop · Camden
Buggy-friendly

Yes, not at all, and we love babies, and we love prams, and we love people.

Possibly the most welcoming venue we called.

Gazette Battersea · Battersea
Buggy-friendly

We allow prams, we allow dogs. We’re very friendly.

Prams and dogs, equally welcome.

The Crown · Battersea
Buggy-friendly

We allow babies on the premises.

Like a legal notice. Reassuring nonetheless.

Maureen’s Brixton Kitchen · Brixton
Buggy-friendly

Yes, dear, dear.

Two words. Everything said.

Hannah · Battersea
Buggy-friendly

Yes, we are, but tonight only until nine, ‘cause after that it turns into a club.

Cafe by day, club by night. Out by nine.

Clapham North · Brixton
Buggy-friendly

We are, yes, but we’re drink led, so it depends on the time of day.

Yes, with conditions. Drink-led conditions.

Roni’s Bakery · Belsize Park
Buggy-friendly

Oh, totally, totally!

Some answers need no takeaway.

Silk Road · Brixton
Buggy-friendly

Yes, yes, but I’m saying, do you know you want to come today or…?

Confirmed, but the clock is ticking.

Pophams London Fields · Hackney
Buggy-friendly

If she’s at London Fields, we have more space. We have space for prams.

The pram is a she.

Yogahome · Hackney
Buggy-friendly

For our postnatal classes, we are for babies that, um, can’t crawl yet.

Crawlers need not apply.

CrossFit Tooting · Balham
Buggy-friendly

We’ve got an on-site creche… especially for anyone joining our Make Mum Strong classes.

CrossFit has a creche. The future is now.

606 Club · Battersea
Tight squeeze

We’re a basement venue, about fifteen steps to get down. Once you’re in, it’s all on the flat.

AI-collected call · Battersea

Worth it for the jazz.

GAIL’s Bakery · Hackney
Best helpful yes

Yes, there’s a button on the outside you can press and we’ll come and help you. Just two little steps, but there’s a buzzer. And there’s a changing area for the baby, and plenty of seats.

The most detailed and helpful yes in the entire dataset.

GAIL’s Bakery · London-wide
Most reliable chain

21 of 22 said yes.

The most consistently buggy-friendly chain in the city. Only Belsize Park said no.

Iceland Supermarket · Greenwich
Tight squeeze

A bit of a squeeze but doable.

Iceland. Just to say we called.

Mersin Tantuni · Hackney
Buggy-friendly

No, you can put inside.

Heard “no”, meant “yes”.

🤖 AI called AI
Caravan King’s Cross · Camden
Plot twist

Yes. Would you like help making a reservation? Just so you know, I’m an AI assistant, and this call is being recorded.

Poppy’s response: “Brilliant, thanks so much – I’ll be over soon!” She didn’t blink.

🤖 AI called AI
Carlotta · Marylebone
Plot twist

Yes, Carlotta is pram and family-friendly … If you need step-free access or extra space, I recommend mentioning it on your reservation. Would you like to make a reservation, and I can note that you’ll be bringing a pram?

Their AI offered to book a table and flag the pram. Poppy said thanks and hung up.

ARVO Cafe · Primrose Hill
Buggy-friendly

Yes, we are. It’s a small café, so sometimes it can be a bit of a squeeze, but we’ll do our best to accommodate you.

Honest and welcoming in the same breath.

ArtHouse · Crouch End
Buggy-friendly

Yes, we are in the café. And we have parent and baby screenings on a Tuesday.

Came for pram access. Left with a film recommendation.

Beigel Bake · Shoreditch
Buggy-friendly

Pram? What do you mean pram? … Yeah, yeah, you can come. No problem.

Took a moment. Got there.

Marksman · Hackney
Tight squeeze

To an extent. We are a very small and tight pub, so on weekends it does become quite tricky.

Refreshingly calibrated.

Hyde Farm Café · Balham
Buggy-friendly

Yes, we’re baby and pram friendly.

No ambiguity. No qualifications. Just yes.

The Holly Bush · Hampstead
Buggy-friendly

We are, yes. We have high chairs.

Volunteered the high chairs unprompted. Above and beyond.

Lemonia · Camden
Buggy-friendly

We are, yes. But no dog.

Prams: welcome. Dogs: another matter entirely.

L’ETO Soho · Soho
Buggy-friendly

Yes, we are. Unless we got, like, ten pram in one table.

A reasonable limit, honestly.

The Selkirk SW17 · Tooting
Buggy-friendly

We’ve got plenty of place for prams, and we also have high chairs.

Plenty. Not just some. Plenty.

Kossoffs · Hampstead
Tight squeeze

This space is quite small, but we do manage to fit a surprising number.

The spirit is willing. The square footage is not.

Greggs · Shoreditch
Buggy-friendly

Our shop is step-free access, you know? Has access, yeah.

Greggs, casual accessibility champion.

Hall of shame

22% of venues said no. Some were diplomatic about it. Some were not.

Darby’s · Battersea
Plot twist

No, we hate children.

They don’t. Darby’s is pram-friendly. The staff just couldn’t help themselves.

Purezza · Camden
Plot twist

No, we eat babies here.

Vegan pizza restaurant. They confirmed yes immediately after. But this is now immortal.

The Haggerston · Hackney
Not accessible

Yes, but we aren’t allowed any kids under eighteen after seven PM.

Started with yes. Ended with no. After 7pm.

Allpress Espresso · Hackney
Not accessible

No, I hate them.

We asked about prams. This was the answer.

De Beauvoir Arms · Hackney
Not accessible

No. Thank you for calling.

The politeness of it.

Boulangerie Bon Matin · Camden
Not accessible

No. No?

Said it twice. Second time as a question. Still no.

Cake Box Clapton · Hackney
Not accessible

No, ma’am.

Formal. Final.

Clays, The City · Shoreditch
Not accessible

No. No, we aren’t.

Twice, just to be sure.

Brixton Jamm · Brixton
Not accessible

We’re not unfriendly, it’s just — I’m not sure it’s the right environment, you know?

Diplomatically no.

Chez Bruce · Wandsworth
Not accessible

No, sorry, we don’t allow prams.

Very Chez Bruce.

Maple Brunch Cafe · Hackney
Not accessible

We don’t allow pushchairs into the shop, only because it’s a health and safety hazard.

You can fold it in the corner, though.

Didiers Patisserie · Battersea
Not accessible

No.

A patisserie. One syllable. No crumbs.

Fish, Wings & Tings · Brixton
Not accessible

No.

Brixton institution. Not for buggies.

Golden Chippy · Greenwich
Not accessible

No, we’re not.

The chips are good but the door isn’t wide.

Lisboa Patisserie · Brixton
Not accessible

We don’t have a space.

Beloved pastel de nata. Hostile to prams.

GAIL’s Bakery Belsize Park · Camden
Not accessible

No, I don’t think so, sorry.

22 GAIL’s called. 21 said yes. This one didn’t.

When they found out

Out of 1,191 rated venues, 4 people asked if they were talking to an AI. Here’s what happened.

B Bagel · Camden
Horrified

“Is this AI? Am I talking to an AI?”

Poppy confirmed. The response: “Oh, that’s awful. Oh, that’s awful.”

Bikes For Good Causes · Haringey
Delighted

“You’re AI, aren’t you?”

Poppy confirmed. The response: “That’s amazing. I’ll be really pleased to see an AI person.”

The Haggerston · Hackney
Curious

“Wha—what AI are you?”

Didn’t ask if Poppy was AI. Asked which AI.

Dee Light Bakery · Balham
Sussed

“It’s the AI baby and pram-friendly thing. It’s AI.”

Said to a colleague, mid-call. Poppy waited patiently. They answered anyway.

The other 269 had no idea. Full press kit →

Poppy called another AI. Then another. Then two more.

Four London venues — Gloria, Carlotta, Caravan King’s Cross and Boulangerie Jade — have their own AI phone systems. Poppy called them all. Two AIs, one question: can a buggy get through the door? The conversations are extraordinary.

Hear the AI-to-AI calls →

Latest calls

The most recently added venues. Updated daily.

Which borough wins?

Ranked by percentage of venues that said yes.

🥇
Haringey
95%
21 venues
🥈
Islington
92%
12 venues
🥉
Battersea
78%
51 venues

Top three of 24 boroughs. Greenwich is the toughest at 70%.

Full borough leaderboard with 100% club →

12 boroughs and counting.

Request a venue

Tell us where to call. Poppy will add it to the queue and you'll get a result within a few days.

Things parents actually ask

Because this data should have existed ten years ago and it didn’t. Google doesn’t ask. TripAdvisor doesn’t ask. No council website has it. Parents with pushchairs have always had to find out the hard way – by showing up and hoping. The only thing that changed is that making 10,000 phone calls is now possible for one person with a laptop.

Yes. An AI voice agent genuinely calls each venue by phone. You can listen to real calls in the section above – unedited, exactly as they happened.

Every rating comes from a real phone conversation. We classify venues based on what they actually said – not reviews, not Google Maps, not guesswork. The classifier automatically re-evaluates past calls as it improves, so ratings get more accurate over time without making a single new call. Things change, so we re-call venues periodically too.

Yes. Free, no ads, no tracking. Built by a London dad who was tired of rocking up somewhere with a pushchair and being turned away at the door.

Yes. Use the "Report a venue" button on the map to share your experience. Your feedback helps us improve ratings and flag venues that have changed.

We cover 12 London boroughs including Hackney, Balham, Battersea, Brixton, Camden, Clapham, Dulwich, Greenwich, Haringey, Islington, Peckham, and Shoreditch. More are being added every week.

London's only verified buggy access dataset.

Find your next buggy-friendly cafe

Every listing on the map is based on a real phone call. No crowdsourced guesses. No outdated reviews.

Open the map

Chains are 14 points more accessible than independents. Make of that what you will.

We called 32 chain venues and 337 independents across London. The gap between them is real, consistent, and not entirely surprising.

Chain venues
91%
32 venues called
Independent venues
77%
337 venues called
GAIL’s Bakery 21 of 22 branches · only Belsize Park said no 95%
Wetherspoons 3 of 3 · all confirmed yes 100%
Pret, Waitrose, Greggs, McDonald’s 4 of 4 · all said yes 100%

Supermarket chain comparison coming: Waitrose vs Iceland vs Sainsbury’s vs Aldi vs Lidl. 76 branches queued. Follow on the press page →

Coming 2026

The Buggy Smart Verified badge.
Independently confirmed. Not self-reported.

Every rating on this site came from a real phone call. Now we’re building a verified accreditation programme – a sticker venues can put in their window that means something. Not a review. Not a form they filled in. An independent AI call, on record, with a result.

Verified by AI phone call – not a review, not self-reported
Physical window sticker + digital badge for your website and social
Listed first in Buggy Smart search results
Re-verified annually so parents know it’s current

For venue owners and managers. No commitment. First to know when we launch.

250,000 babies are born in London every year.

One day, every accessible venue in London will have a Buggy Smart sticker in the window.

Until then, Poppy will keep calling. Every venue. Every day.

Open the map