Every resource founders actually use, in one library.

What founders use most, ranked by how many answers lean on it.

1. Straight from the platform that generates the number: how Meta actually calculates and optimizes the ROAS bid goal inside Ads... Meta Business Help Center Article · D2C About ROAS Goal Meta
2. The official breakdown of quality ranking, engagement rate ranking, and conversion rate ranking, the three diagnostics that... Meta Business Help Center Article · D2C About Ad Relevance Diagnostics Meta
3. Explains what actually drags CTR down before you blame the hook: Meta scores perceived ad quality (withheld information,... Meta Business Help Center Article · D2C About Quality Ranking Meta
4. The primary source definition of every video metric Ads Manager reports, so when you build a hold rate calculation you are... Meta Business Help Center Article · D2C About Video Ad Metrics on Facebook and Instagram Meta
5. The clearest global articulation of the exact chain logic in our short answer: it walks through diagnosing which metric broke... Search Engine Land Article · D2C How to Read Meta Ads Metrics Like a System, Not a Scoreboard Akvile DeFazio
6. Real cross industry benchmark ranges (median CTR near 2.2%, CPM near 14 dollars, up sharply year over year) with the caveat... 27Five Report · D2C Meta Ads Benchmarks for eCommerce (Facebook Ads): ROAS, CPC, CPM and CPA by Industry 27Five
7. The best explanation available of why blended MER, not campaign level ROAS, should decide whether you scale, with the actual... Common Thread Collective Article · D2C Marketing Efficiency Ratio: How to Find Your Ideal Ad Spend Common Thread Collective
8. The most concrete, numbers first explanation of hold rate we found: the formula, benchmark bands, and a decision tree for what... Heylect Article · D2C Hold Rate Formula: Calculate % + Benchmarks Heylect
9. Andrew Foxwell runs a community of brand owners collectively spending over 250 million dollars a month on ads, and his blunt... Foxwell Digital Article · D2C ROAS Is Vanity, Profit Is Sanity: Fix Your Metrics Andrew Foxwell
10. Walks a single order through every hidden cost, COGS, fulfillment, payment fees, returns, to show a 4x ROAS campaign turning... Ask Luca Article · D2C Why Your E-commerce ROAS Is Lying to You and What to Track Instead Ask Luca
11. Written for Indian D2C founders specifically, and useful precisely because it tells you what to ignore: it calls standalone... Wittelsbach AI Article · D2C D2C Founder Fundraising: The Meta Ads Metrics Investors Actually Care About Wittelsbach AI
12. Apurv Singh has managed over 50 million dollars in ad spend across Indian brands, and this guide gets specific about the layer... HQ Digital Article · D2C Performance Marketing: The Complete Practitioner's Guide Apurv Singh
13. The single most India specific resource on this list: it shows how COD and RTO, returns to origin running 25 to 30% of failed... Nurdd Article · D2C Why D2C Brands in India Must Switch from ROAS to POAS Nurdd
14. Jon Loomer is one of the most cited independent Meta ads specialists and this piece walks the exact diagnostic order the... Jon Loomer Digital Article · D2C What to Check When Meta Ads Aren't Converting Jon Loomer
15. The official list of exactly which edits reset the learning phase, straight from Meta, which explains why a campaign that... Meta Business Help Center Article · D2C Significant Edits and Learning Phase Meta
16. The most rigorous, primary aggregation of checkout abandonment research that exists (49 studies), useful for a founder deciding... Baymard Institute Report · D2C Cart Abandonment Rate Statistics Baymard Institute
17. Search Engine Land is a respected trade publication and this piece gives concrete, checkable thresholds (frequency, CTR trend,... Search Engine Land Article · D2C Your ads are dying: How to spot and stop creative fatigue before it tanks performance Ann Robison
18. Once tracking and the landing page are ruled out, the remaining leak is usually the offer itself, this is the most widely used... Acquisition.com Book · D2C $100M Offers: How To Make Offers So Good People Feel Stupid Saying No Alex Hormozi
19. Written by a Meta ads agency specifically around this exact symptom, it lays out an 11-step sequence (objective,... GrowXme Article · D2C Why Meta Ads Get Clicks But No Sales? 7 Solutions That Work GrowXme
20. Directly addresses why an India-based founder's dashboard ROAS lies: 50-70% of orders being COD with 20-30% return or failed... DigiSuggest Article · D2C Low ROAS on Meta Ads? What Ecommerce Brands Miss in India DigiSuggest
21. A rare piece connecting ASCI and Consumer Protection (E-Commerce) Rules 2020 compliance to actual conversion economics, with a... Wittelsbach Article · D2C COD Policy + Meta Ad Copy: What Indian D2C Brands Can Promise Wittelsbach
22. Names the specific India traps (Audience Network placements delivering cheap near-zero-intent impressions, premature tier-3... Wittelsbach Article · D2C Why Is My Meta Reach Up but Sales Flat: The Quality-of-Reach Diagnostic for D2C Wittelsbach
23. A practical, no-code checklist for the trust-signal gap that shows up specifically on new Indian D2C stores where cold Meta... Shopify India Article · D2C 5 Types of Trust Badges That Boost Conversion Shopify
24. Casado's argument that the modern B2B winners combine bottom-up adoption with a sales layer is the clearest framing of why... Andreessen Horowitz Essay · ~15 min read · GTM Growth, Sales, and a New Era of B2B Martin Casado

Show the next 24