Where the brand stands across paid, organic, content, and creators, with a 37 day window across the niche and a 25 day window of the brand's own feed and Creator Tagged Posts.
What we analysed: 642 brands in the London cafés & bakeries niche, 200 top creators across Instagram and TikTok, and 363 paid niche ad creatives, over a 37 day category window (13 February 2026 to 22 March 2026) and a 25 day brand window covering Buns From Home's own feed and Creator Tagged Posts.
The London bakery cohort, brand by brand · 37-day niche window. Four direct competitors compared on four metrics. Buns From Home highlighted.
Buns From Home sits in the top 3% of London cafés & bakeries by Instagram followers (rank 16 of 642) and the top 4% by Creator Tagged Post volume (rank 23 of 642). The social footprint and the conversation around it don't yet line up: 25 verified shops, an earned-mention engine running at category-leading density per creator, and a paid programme that is still on the runway.
The brand is already in a position most niche bakeries would want to be in. Creator Tagged Posts, follower rank, and location count all sit inside the top 12% of the category. The thing left to do is amplify a working signal, not fix an absent one.
Creator Tagged Posts (Instagram and TikTok posts where a creator tagged the brand inside the window) are the headline finding. In the 25 day brand window, 15 unique creators posted about Buns From Home without paid partnership signals. The conversation themes that emerge from these posts are not what the brand's own feed targets.
The dominant theme is not the cinnamon bun. It is Notting Hill and London travel itineraries: international foodies dropping into a multi-stop guide where Buns From Home is one of three to five names. The bakery has accidentally become a Notting Hill landmark on the London foodie itinerary, and the people writing that itinerary live in Italian, Norwegian, French, and Dutch as often as they do in English.
We kept looking for paid creator content in the window. There is one paid partnership signal across 16 Creator Tagged Posts. The rest are unpaid mentions inside multi-brand London round-ups, café-spotting reels, and quiet-luxury fashion content where the bakery serves as backdrop. Competitors like Blank Street are running long-term retainers to manufacture this exact pattern.
Fifteen unique creators tagged Buns From Home without prompting in 25 days. Most niche brands run paid budgets trying to reach that number. The brand is doing the part competitors pay for, in a window where the rest of the category averages 1.1 posts per creator (no detected retainer concentration anywhere).
Across the 37 day niche window, Table 17 (the Sup campaign-spy index) detects nine of 16 named creator strategies running somewhere in this niche. Buns From Home is detected on one. Blank Street is detected on eight. The rest of the bakery cohort sits between those two poles.
London's largest bakery chain (170 verified locations, 166K IG followers). Detected in 'UGC for Brand Feed' alongside Buns From Home (rank 7).
The multi-play operator in this niche. Detected on 8 of 16 strategies, including always-on retainers, earned-mention engine, geo-clusters and UGC for Brand Feed.
The premium doughnut bakery with 424K IG followers. Detected on press / brand trips, long-term ambassadors and geo-clustered micro-creators.
The pastel cake bakery with 749K IG followers. Detected on always-on retainers, earned-mention engine and alt-handle / brand-affiliated channel.
Blank Street is running a stack of eight plays simultaneously: always-on retainers, earned-mention engine, creator collective, alt-handle channel, brand trips, long-term ambassadors, geo-clustered micro-creators, and UGC for brand feed. The visible competitor is not winning on one tactic, it is operating a stack.
Across the 363 active Meta creatives in the London cafés & bakeries niche right now, 38% are creator-shot (UGC or Lifestyle look) and the longest-surviving creatives over-index toward creator-led work. Buns From Home is running zero. The gap is not budget - it is the creator pipeline producing enough variants to test at category cadence.
Read the longevity chart left to right. The 60+ day buckets are the testing-graveyard survivors: 86 creatives that have survived more than 60 days of paid pressure and are still live. Of those, 32% are creator-shot UGC or Lifestyle - slightly over-represented vs the full top-100 baseline. Plain-format videos and carousels with creator-style framing make up the bulk of what survives.
Three cross-brand patterns emerge in the survivors pool. The first is a UGC food POV with a local offer hook - Huffkins Bakery, Origin Coffee Roasters, and Chai Guys all run 100+ day video creatives with this template. The second is the founder / heritage close-up (M.Manze, Studio Tiramisù, sitting at 200+ days each). The third is the polished cinematic product hero, which over-indexes among Blank Street's portfolio specifically. None of these patterns is expensive to brief; all of them outlast the median ad.
47 niche advertisers are running 363 active Meta creatives between them, 38% of them creator-shot. Buns From Home commissions zero. The gap isn't budget - the category has built a creator pipeline producing enough variants to test at category cadence; the target brand has not commissioned a single one.
Across the 37 day brand window, Buns From Home published 27 own-feed posts on Instagram. The split is 12 videos, 7 carousels, and 8 photos. Average post pulled 998 likes; the typical (median) post landed at 635. The averages flatten an interesting signal underneath them: the pillars are not performing evenly.
Behind the Scenes averages 1,874 likes per post on 3 posts in window - including the rank-1 Holland Park goodbye / Hampstead opening carousel at 4,847 likes. Promotional sits at 1,026 likes per post on 4 posts. Inspirational, the dominant pillar by volume (14 of 27 posts, 52% share), averages just 1,017 likes - the floor of the engagement table once Entertaining (477) and Relatable (538) are excluded. The pattern is the inverse-correlation: what wins per-post is published least, what dominates volume performs middling.
The five highest-engaging own-feed posts in the brand window. The grid is a creative brief: this is what the audience is asking for more of.
Format-wise, carousels lead on average likes (1,680) followed by photos (1,101) and videos (532). Production complexity in the top five is uniformly low - phone photography, founder hand in frame, product-on-counter close-up. The lowest-production posts pull the highest engagement. There is no cinematic top-of-stack here; the audience is voting for the founder-in-frame milestone moment.
Behind-the-Scenes content averages 1.84× the likes of your Inspirational content (1,874 vs 1,017). You make one Behind-the-Scenes post for every 5 Inspirational posts. Flip that ratio and the own-feed becomes the most-watched bakery channel in the niche before the next openings hit.
From the top 100 niche-active creators on Instagram and the top 100 on TikTok (37 day window), scored by total creator views, competitor overlap, and engagement rate. Creators already running 2+ Buns From Home posts are excluded. Three macro, five mid-tier, one micro-nano with exceptional engagement.
Combined: 1.5M followers across these 9 creators. 3.4M Total Creator Views in the last 30 days. 9 have already posted about your direct competitors in the niche, and the macro names lean toward the London-tourism beat that is already driving your earned mentions.
Six plays, ranked by strategic leverage against the current state of the niche and the brand's earned-mention engine. Four are new programmes the niche has tested at scale; two amplify signals Buns From Home is already running, but at rank 8 of 8 in their respective plays.
Fifteen unique creators tagged Buns From Home unpaid in the 37-day window - putting the brand in the top 4% of London Cafés & Bakeries on Creator Tagged Posts. Across the same window, no niche brand averages even 1.3 posts per creator - the entire category is broad-earned, not retainer-driven. The first brand to convert organic taggers into a 3-month retainer bench compounds an already-working signal.
Eight competitors are detected running geo-clustered micro-creator programmes - including Bread Ahead, Capilungo and Fred Bakery - converting individual location footprints into local creator catchments. Buns From Home runs 25 verified shops across London but has no detected geo-creator play. Each store is one programme away from being a creator catchment with its own micro-roster.
Seven niche brands are detected running long-term ambassador programmes - including Bread Ahead, Lola's Cupcakes, Le Swine and The Acai Girls. Buns From Home has no detected ambassador layer. A small founder-aligned roster (2-4 ambassadors, six-month terms) is the lightest-touch version of this play.
Seven niche brands are detected running press / brand-trip plays around openings - Blank Street, Bread Ahead, Marchesi, Cutter & Squidge, Capilungo, Fred Bakery and EL&N. Buns From Home's top-performing own-feed post in the window is a founder-led location milestone (Holland Park goodbye, 4,847 likes). That signal compounds if the next opening is briefed to a creator cohort 7 days in advance.
47 niche advertisers run 363 active Meta creatives between them; 38% of the top-100 creatives are creator-shot. Buns From Home runs zero. The creator content already earning organic reach (15 tagged posts, 23K creator views) is the lowest-cost-to-brief creative the brand could test in paid.
Buns From Home is already running 'UGC for Brand Feed' (rank 8 in the campaign) - 5 posts and 58K views detected in the niche pool. Fabrique, Lola's Cupcakes and Blank Street sit at rank 1-3 with 10 posts and 700K-3.7M views. Closing 60% of the volume gap is a programme of regular UGC re-share rights, not a new strategy.
We built this report because Buns From Home's creator data is genuinely interesting and we wanted to share what we found. If any of this is useful or you'd like the full creator list behind the numbers, happy to send it over.
👋 Sup is an AI-native influencer marketing platform built around data and performance. We source local creators per location, run campaigns centrally, and track results per site.