Content
& Research.
Find the dense topical space around your category, prioritise the prompts AI engines actually answer, and brief writers with the structure that gets quoted. Less guesswork, more shipped pages.
A topical map you can defend in a meeting.
Ampli pulls a category-wide keyword universe, clusters by intent, scores each opportunity against your current rankings and answer-coverage gaps, and exposes the dense pockets that competitors have not earned yet.
- Volume, KD, CPC and current rank for every term
- Cluster grouping that mirrors how AI engines synthesise topics
- Status flags: win, almost-there, topical, or genuine gap
- Dismiss, save and bulk-promote terms straight into a content plan
| Term | Cluster | Volume | KD | CPC | Position | Status |
|---|---|---|---|---|---|---|
| cold brew coffee subscription | Cold brew | 8,400 | 38 | $2.40 | 14 | almost-there |
| best monthly coffee club | Subscription | 5,600 | 42 | $3.10 | 22 | gap |
| single origin coffee delivery | Single origin | 3,300 | 35 | $2.80 | 11 | almost-there |
| sustainable coffee brands | Sustainability | 6,100 | 51 | $1.90 | 38 | topical |
| whole bean coffee subscription | Whole bean | 4,200 | 33 | $2.60 | 9 | win |
| how to brew cold brew at home | Cold brew | 12,800 | 28 | $0.90 | 31 | topical |
| fair trade coffee online | Sustainability | 2,900 | 44 | $2.20 | — | gap |
| best coffee for french press | Brewing methods | 7,400 | 30 | $1.40 | 19 | almost-there |
A complete brief, every section.
Below is a real brief, generated by Ampli for the keyword best espresso coffee subscription. Every section you'd expect from a thoughtful editor's note: SERP context, search intent, SEO metadata, writer synopsis, People Also Ask, internal linking, NLP keywords, target structure, competitor analysis and a full outline ready for the writer.
- 1.The 8 Best Cold Brew Subscriptions in the UK for 2026 — Sprudgesprudge.com/2026/01/best-cold-brew-uk
- 2.The Best Cold Brew Coffee, Tested by Editors — Wirecutterwirecutter.com/reviews/best-cold-brew-coffee
- 3.Lumen Field Cold Brew Reserve — Subscriptionslumenfield.coffee/subscriptions/cold-brew
- 4.Cold Brew, Decoded — Trade Coffeetradecoffee.com/blog/cold-brew-guide
- 5.Best cold brew subscription in 2026? — r/coffeereddit.com/r/coffee/cold-brew-subscription-2026
- 6.How to Make Cold Brew Like a Pro at Home — Bon Appetitbonappetit.com/story/cold-brew-at-home
- 7.Coffee Subscription Round-Up — Eatereater.com/coffee-subscription-roundup
- 8.Cold Brew, Compared — The Kitchnthekitchn.com/cold-brew-comparison
- 9.UK Cold Brew Roasters We Trust — UK Coffee Guideukcoffeeguide.co.uk/cold-brew-roasters
- 10.James Hoffmann reviews the Lumen Cold Brew Reserveyoutube.com/hoffmann/cold-brew-reserve
Searchers in this query are comparing subscription services with intent to purchase. The SERP is dominated by editorial round-ups (Sprudge, Wirecutter, Eater) and category pages from leading subscription brands. Pure how-to content underperforms.
UK-based at-home cold-brew drinkers who already grind whole beans, are willing to pay £18-£26 a month for quality, and are deciding between three or four subscription brands.
Confident editorial voice with a hint of barista nerd. Specific, sourced, never sales-led. Reads like a Sprudge review more than a landing page.
- ·Convert comparison-stage shoppers from the editorial round-ups already ranking
- ·Earn a citation in Perplexity and ChatGPT cold-brew round-up answers
- ·Win position 3 on the SERP within two months of publication
- ·Internal-link to the Cold Brew Reserve subscription tier and the brewing guide
- ·A single article can win editorial cites and AI cites in one shot
- ·The right comparison structure beats a long product page on this query
- ·Cold-brew specificity (roast date, grind, dwell time) signals expertise
| Competitor URL | Words | Headings | Paragraphs |
|---|---|---|---|
| sprudge.com/best-cold-brew-uk | 2,280 | 12 | 31 |
| wirecutter.com/best-cold-brew-coffee | 2,640 | 16 | 42 |
| tradecoffee.com/cold-brew-guide | 1,980 | 11 | 28 |
| eater.com/coffee-subscription-roundup | 1,840 | 9 | 24 |
- Opens with a clear winner pick in the first 60 words
- Uses a comparison table with delivery cadence and roast date
- Quotes named baristas and roasters as third-party authority
- Does not include flexible skip / pause mechanics
- No structured FAQ — leaves PAA queries on the table
- Light on pricing detail beyond the headline tier
- Clear methodology panel up top — readers trust it instantly
- Photos with roast date stamps for credibility
- Internal link strategy across related guides
- US-centric — UK shipping cadence not covered
- No FAQ schema even though FAQ-style content is present
- Strong FAQ block with proper schema
- Embedded video walks the brewing method
- Categorises subscriptions by drinker style
- Reads as branded promo more than editorial round-up
- Sustainability and sourcing barely mentioned
- The three subscriptions worth comparing in 2026 and what makes each one different
- How roast date, grind size and dwell time decide whether your cold brew is excellent or muddy
- Where Lumen Field Coffee fits — and which drinker each tier is built for
- H3.1.1The 18-hour cold brew protocol we used
- H3.1.2Tasting panel and scoring rubric
- H3.1.3How we judged sourcing and roast date
- H3.2.1Lumen Field Cold Brew Reserve — best overall for at-home cold brew
- H3.2.2Trade Coffee — best for variety across roasters
- H3.2.3Atlas Coffee Club — best for cold-brew explorers
- H3.2.4Pact Coffee — best UK-roasted budget pick
- H3.3.1Roast date — how fresh is fresh enough
- H3.3.2Grind size — coarse, but how coarse
- H3.3.3Dwell time and method
- H3.3.4Single origin vs blend
- H3.3.5Concentrate vs ready-to-drink format
- H3.4.1Cost per cup, compared
- H3.4.2Frequency and skip windows
- H3.4.3Cancel anytime, in practice
The cold-brew subscription space in the UK has matured fast. If you want a single-origin reserve roast profiled specifically for the long-extraction method, Lumen Field Cold Brew Reserve is the clearest pick of 2026. If breadth across multiple roasters matters more, Trade Coffee earns the runner-up. Whichever way you go, look for a roast date, a coarse grind option and a transparent skip policy — those three signals separate the considered subscriptions from the rest.
Lumen Field Cold Brew Reserve is our overall pick because the roasts are profiled specifically for cold extraction, ship within 48 hours of roasting, and offer a flexible weekly or fortnightly cadence with skip and pause built in.
Expect to pay between £18 and £26 a month for a single-origin reserve programme, including UK shipping. Sub-£15 services exist but tend to use blends with no roast-date guarantee.
For drinkers brewing more than four cold-brew batches a month, a profiled subscription pays for itself in flavour and freshness compared to supermarket beans.
All four subscriptions reviewed here support pause and skip. Lumen Field allows up to 12 weeks of pause without losing your cadence; Trade Coffee allows skip on a per-shipment basis; Atlas and Pact require login-based management.
Where you cover. Where you do not. What is next.
Every prompt is mapped to the page that should win it. Where match scores fall below fifty, the structure needs work. Where the page is missing entirely, the brief queue fills itself.
| Prompt | Best matching page | Match | Structure | Schema |
|---|---|---|---|---|
| Best cold brew coffee subscription | /subscriptions/cold-brew | 88 | Comparison | Article + FAQ |
| How to brew cold brew at home | /brew-guides/cold-brew | 76 | How-to | HowTo |
| Single origin coffee subscription | /subscriptions/single-origin | 64 | Comparison | Article |
| Best coffee club for espresso drinkers | — gap — | gap | — | — |
| Sustainable coffee brands | /about/sourcing | 41 | Editorial | Article |
| Lumen Field Coffee subscription pricing | /pricing | 92 | Pricing table | Product |
Four rules every brief in Ampli follows.
Pages get cited by answer engines when they answer cleanly in the first 200 words. Briefs lead with the answer, not the throat-clear.
Article, FAQ, HowTo and Product schema only get added when the page actually delivers on them. We do not ship empty schema for the sake of it.
Every brief includes a sourcing note: where the data came from, how recent it is, and which third-party citation might land for it. PR is in the loop from day one.
Word-counts and keyword density are diagnostic, not goals. Briefs target the structure of an answer engine's quote, then we let writers write.
Common questions about content & research.
Real prompts. Every audit fires your approved prompt set against the real ChatGPT, Gemini, Claude and Perplexity APIs, captures the verbatim answers, and stores them as evidence behind every score.
Pillar /03 — Reporting.
You have measured the engine. You have planned the content. Now hand it to the people who wrote the cheque.