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How we score B2B content.

Every brand in the benchmark is scored against the same written rules, and every score links to the posts, emails and pages behind it. This page is the full rulebook, so you can check our work or score any brand by hand.

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  • 134 brands on the list
  • 134 scored as of 22 Oct 2026
  • 6 layers, 0 to 3 each
  • Spec v5, 21 Oct 2026

Six layers, scored 0 to 3.

Each layer is weighted equally. The score is rungs reached out of 18, as a percentage, rounded. With this table you can score any brand by hand.

  • Founder voice

    Last 30 days

    0No qualifying posts
    1Posted in 1 week of 4
    2Posted in 2 or 3 weeks
    3Posted in all 4 weeks
  • Team advocacy

    Last 30 days

    0Nobody
    11 person
    25%+ of headcount, and at least 2 people
    310%+ of headcount, and at least 2 people
  • Email relationship

    24-hour watch

    0No list
    1Unnamed list, with or without a welcome email
    2Named list, no welcome email within 24 hours
    3Named list, welcome email within 24 hours
  • Long-form

    Podcast or video 5+ min

    0None
    1Exists, nothing published in 90 days
    2Something in the last 90 days that falls short of rung 3
    3One or more in each of the last three 30-day periods, or 4+ in the last 30 days
  • Blog

    0No blog, or nothing in 90 days
    1Active, brand byline, mostly SEO titles
    2Active, and either named authors or mostly non-SEO titles
    3Active, named authors on 8 of the last 10 posts, under half the titles in SEO formats
  • Interactive tools

    0No resources
    1Gated PDFs or whitepapers only
    2Ungated guides or templates
    3A live tool that gives the visitor a result about their own business, in the problem the product solves (calculator, assessment, grader, benchmark)

SEO title formats

Blog titles in any of these formats count as written for search.

  • "What is…" and "How to…"
  • "Top 10…" and "7 best…"
  • "best", "vs", "versus", "review" or "alternatives" anywhere in the title
  • "Ultimate guide to…"
  • A year anywhere in the title, such as "Wix Review 2026: …" or "…in 2026"

The naming test

Take the newsletter or podcast name from the signup form, the signup page title, the sender name or the podcast listing. Strip the company name, articles such as "the", connecting words (for, of, and, by, from), and these generic words.

  • newsletter
  • podcast
  • show
  • updates
  • news
  • digest
  • weekly
  • fortnightly
  • monthly
  • insights
  • blog
  • briefing
  • changelog
  • product

If any word is left, the channel is named. When the sources give different names, the channel is named if any one of them passes. "Shorts, Tracksuit's fortnightly newsletter" leaves "Shorts", so it is named. "The Tracksuit Weekly" leaves nothing.

Architecture label

Shown above the score. Checked from the top, first match wins.

  • Founder-led. Founder voice 3
  • Moderate personal. Founder voice 2, or Team advocacy 2 or 3
  • Minimal personal. Founder voice 1, or Team advocacy 1
  • Brand-only. Founder voice 0 and Team advocacy 0

Scorecard spec v5, 21 Oct 2026.

The rules behind each layer.

The rubric says what each rung needs. These are the rules that decide what counts toward it.

01

Founder voice

Does a founder post their own thinking, week after week?

  • Reads LinkedIn only. The window is the full 30 days before the scoring date, split into four weeks counted back from that date, with days 29 and 30 in the fourth week.
  • A post counts when it is the founder's own original post. A post whose opening line names the company, or opens with an announcement phrase such as "excited to", "thrilled to", "proud to" or "happy to share", does not count. Mentioning the company later in an opinion post is fine.
  • Reshares without commentary, job-change posts, hiring posts and event promos do not count. An invitation to join a livestream is an event promo.
  • A podcast guest appearance in the last 90 days that names both the founder and the company lifts the layer one rung, up to 3.
  • Any founder who still holds a role at the company can be scored, including chairman or strategy roles. With several founders, the most active one is scored. With none left at the company, the CEO stands in.
02

Team advocacy

How many employees post on LinkedIn?

  • Counts non-founder employees on the company's LinkedIn page who posted in the last 30 days, on any topic. Headcount is LinkedIn's employee count.
  • The same exclusions as founder voice apply. A quote post with the person's own commentary counts.
  • Investors listed on the company page are left out when their profile clearly says investor, advisor or board member.
  • An employee with 10,000+ followers who posted in 3 of the last 4 weeks lifts the layer one rung, up to 3.
  • Above 200 staff, the layer is scored on a sample of about 400 people, spread evenly through LinkedIn's employee search from a random starting point. A rate within 2 points of a threshold triggers a second sample of the same size. The report prints the sample size.
  • The report names only employees whose posts counted, up to three per brand. It never names an employee who did not post.
03

Email relationship

Does the brand run a list with its own identity, and does it say hello?

  • We sign up to whatever list the site offers, with one research address per brand at pistachioresearch.com, and read the inbox 24 hours later.
  • A list that needs an account to join scores 0. We never create accounts.
  • Only two things are scored: whether the list has a name of its own, and whether a welcome email arrives within 24 hours. The length and content of emails are not scored.
  • Whether a list is named is settled by the naming test, shown in the rubric above.
04

Long-form

Does the brand publish podcast episodes or videos of five minutes or more, on a steady rhythm?

  • Videos must run 5 minutes or longer.
  • Livestreams, and titles containing "webinar" or "demo", are left out.
  • Translated copies of one video count once, dated by the original.
  • A podcast that passes the naming test moves from rung 2 to rung 3. Founder guest spots on other shows count under founder voice instead.
05

Blog

Is the blog active, written by people, and written for readers ahead of search engines?

  • Active means a post in the last 30 days. A refreshed post is dated by its update.
  • Press, news and changelog posts are removed before taking the last 10.
  • Named authors means posts carrying a person's name. One person writing every post meets the rung 3 threshold.
  • Titles are checked against the fixed list of SEO title formats shown in the rubric above.
06

Interactive tools

Does the brand give visitors something useful to use, ideally a tool that tells them something about their own business?

  • Rung 3 needs a live tool that gives the visitor a result about their own business, in the problem the product solves. It still scores 3 when the result sits behind an email gate.
  • Personality quizzes, generic utilities and partner-only tools score as ungated resources, rung 2.
  • Gated means a form has to be submitted before the resource downloads. Resources that need an account to use count as gated.
  • Blog posts, case studies and help articles belong to the blog layer.
  • A live tool found outside the search, such as one linked from a product page or an ad, still counts.

AI agents score. The rulebook decides.

Every brand is scored by AI agents working from a written rulebook, the same rules shown on this page. The agent records every item it looked at, whether it counted, the rule it passed or failed, a link to the item and its date.

Before publishing, we tested the rules against Pistachio founder Isaac Peiris's own blind scores. On 7 Oct 2026 he scored nine brands layer by layer and ranked them on gut feel. Two agents then scored the same brands separately, from the rules only. Every disagreement was traced to the rule behind it, and the rule was rewritten.

Calibration brands: beehiiv, Ordinal, Tracksuit, Zapier, Notion, monday.com, Ploy, Linear, DocuSign

  • 94%

    of layer scores within one rung of Isaac's blind score

    Against a 90% target, across the five layers then in play, 8 Oct 2026. Email, scored on 12 Oct under the 24-hour rule, landed within one rung for all 9 brands.

  • 26 of 27

    layers scored identically by two separate agents

    The one split was Tracksuit's blog, whose site blocks automated reads.

  • 9 of 9

    brands within one place of Isaac's gut ranking

    After the rescore on 21 Oct 2026, counting ties as shared places.

Checks in the full run

A second scorer

A second, independent scorer re-scores a random 10% of brands. Every disagreement is traced to a rule.

Rulings go into the rulebook

A case the rules don't settle goes to Isaac. He rules, and the ruling is written into the spec with its date.

No hand adjustments

Scores are never changed by hand. If a result looks wrong, the cause is traced to a rule, and the rule is what changes.

Exact-match uploads

Every row behind the report is checked against the scoring file by exact match after import.

134 brands, every one hand-picked.

Isaac built the list in rounds between 12 and 19 Oct 2026, from a pool of 577 candidate brands.

  1. 1

    Recent raises

    B2B SaaS and tech companies based in Australia, the UK or the US that had raised a Series A or B in the previous six months, plus Y Combinator alumni at growth stage.

  2. 2

    Category leaders

    The best-known challengers in GTM tools, HR tech, developer tools, B2B fintech and marketing tools, with no funding window.

  3. 3

    Peer challengers

    For each brand kept, a search for challengers at a similar stage. Challengers only, never incumbents, so Clarify was added alongside Attio and Salesforce was not.

  4. 4

    Sorting

    Kept tools sold to a business function and professional or financial-services verticals. Cut physical-industry verticals, media, government, consumer and creator tools.

  5. 5

    Trim to 109

    Isaac cut the list to 109 brands, each his own call.

  6. 6

    Wide appeal

    20 brands added for name recognition across categories, such as 37signals and ActiveCampaign.

  7. 7

    Sponsors

    6 brands that have sponsored creator content. With one acquired brand removed, the final list is 134.

What the list looks like

Brands by category
  • Productivity & Collaboration18
  • Marketing18
  • Sales & GTM18
  • Developer Tools & Infrastructure18
  • Design & Content11
  • Finance & Payments11
  • HR & People10
  • AI Agents & Automation6
  • Legal5
  • Vertical Software5
  • Customer Support & CX5
  • Security & Compliance5
  • Data & Analytics4

Country

  • US94
  • Australia19
  • UK13
  • Other or shared8

Funding stage

  • Series A32
  • Series B32
  • Series C21
  • Series D12
  • Series E to H14
  • Growth round7
  • Seed5
  • Public4
  • No confirmed round4
  • Bootstrapped3

The list is mainly Australia, the UK and the US. Four exceptions are Isaac's call: Legora (founded in Sweden), Ahrefs (Singapore), Viktor (Warsaw and Munich) and monday.com (Tel Aviv). Calibration, wide-appeal and sponsor brands sit outside the original funding window by design.

Public evidence, read in fixed windows.

Each layer is read from public sources, inside a window counted back from the scoring date.

Founder voice

The founder's LinkedIn posts from the last 30 days, plus podcast guest spots from the last 90.

Team advocacy

Every employee's LinkedIn posts from the last 30 days, or a fixed sample at companies above 200 staff.

Email relationship

A signup to the brand's list with one research address per brand, and the inbox read 24 hours later.

Long-form

The brand's YouTube channel and podcast listings, with dates and lengths.

Blog

The blog listing or sitemap, and the last 10 posts with their authors and dates.

Interactive tools

One shared pool per brand, built from the sitemap and a fixed set of site searches (calculator, quiz, grader or assessment, benchmark, ROI, "free tools", guide or playbook or report).

Ground rules

  • Email signups use one research address per brand at pistachioresearch.com. If you see that domain on your list, it is us.
  • We never create accounts and never bypass bot protection.
  • A layer read from a site that blocks automated reads is scored from its sitemap and search listings, and marked unverified on the report.
  • Before scoring, each brand's founders and LinkedIn company page are identified, and Isaac checks that list by hand.

What we don't score

  • Search rankings, SEO traffic or paid media
  • Content quality, or the content of any email
  • Follower counts, except the boost for a prominent employee
  • Anything behind a login

The benchmark measures whether a brand shows up in the channels it owns, and how consistently. It does not judge how good the content is.

Every score is dated, and can be checked again.

What each report shows

  • The score out of 100, the percentile and the content architecture label, with the "as of" date.
  • A tile per layer with its rung and up to three featured examples, each linked to the item itself. Examples are chosen by a fixed rule, never by hand.
  • The channel behind each layer by name, such as the newsletter, podcast, YouTube channel, blog or scored founder.
  • What was excluded, and the rule that excluded it.
  • The team sample size where a company was sampled.
  • Any layer marked unverified because the site blocked automated reads.

A score without evidence is not shipped. Each brand's full working file, with every item checked, is kept in Pistachio's records.

The percentile

Your place against every scored brand on the list. It is recomputed each time a batch is scored, so it moves as the list fills. With 134 of 134 brands scored today, percentiles are against those 134.

Rescores

Scores are refreshed on request, not on a schedule. A rescore runs the same rules on fresh evidence and replaces the brand's result, and the previous result stays in our records. If your brand is on the list and a layer looks wrong, or out of date, ask us to check it again.

Ask for a rescore

Rule changes, dated.

Every change is Isaac's call, written into the spec with its date. A new ruling makes a new version, and this page always describes the current one.

  1. v521 Oct 2026
    • Founder voice counts LinkedIn posts only. Earlier versions also counted X. No score changed, because no X post had been counted for any scored brand.
  2. v421 Oct 2026
    • Founders count in any current role, operating or not. Earlier, only an operating role counted.
    • Teams above 200 staff are sampled across evenly spaced pages of LinkedIn's employee search, about 400 people, in place of a random 200 from the full employee list.
    • The founder voice window is the full 30 days, day 30 included.
    • An invitation to join a livestream that is starting now counts as an event promo and is excluded.
    • An investor listed as staff on the company page is left out of team advocacy when the profile clearly says so.
    • A quote post with the person's own commentary counts, even when it quotes an event announcement.
  3. v320 Oct 2026
    • A live tool found outside the discovery pool counts, such as one reached from a product page, an ad or a direct link.
    • The naming test reads the signup page title as well as the form, sender and listing, and a channel is named when any of its names passes.
    • "Changelog" and "product" joined the generic words, so a list called "Monthly Changelog" is unnamed.
  4. v219 Oct 2026
    • A refreshed blog post counts as recent, dated by its update.

See where your brand stands.

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