--- title: Marketing Mary Blog | Plain-English marketing guides description: Plain-English guides to marketing plans, buyer personas, content and getting found on Google and in AI answers, from the team behind Marketing Mary. --- [Skip to main content](https://www.marketingmary.ai/blog#main-content) [![](https://www.marketingmary.ai/hs-fs/hubfs/mm-2026-preview/marketingmary-logo-mark-only.png?width=259&height=155&name=marketingmary-logo-mark-only.png) Marketing Mary](https://www.marketingmary.ai/) - [How it works ▾](https://www.marketingmary.ai/how-it-works) How it works - [OverviewThe whole journey, step by step](https://www.marketingmary.ai/how-it-works) - [PersonasProfiles of your best customers](https://www.marketingmary.ai/personas) - [ArticlesWritten, checked and approved](https://www.marketingmary.ai/content) - [The 90-day planWeek by week, sized to your hours](https://www.marketingmary.ai/90-day-plan) - [How Mary checks her workSources, labels and checks](https://www.marketingmary.ai/methodology) - [Who it’s for ▾](https://www.marketingmary.ai/for-small-businesses) Who it’s for - [Small businessesOwners and one-person teams](https://www.marketingmary.ai/for-small-businesses) - [Marketing teamsPersonas and content your board can defend](https://www.marketingmary.ai/for-marketing-teams) - [AgenciesEvery client in one account](https://www.marketingmary.ai/for-agencies) - [Pricing](https://www.marketingmary.ai/pricing) - [Blog](https://www.marketingmary.ai/blog) [Join the early-adopter list](https://www.marketingmary.ai/join-our-waitlist) # Marketingmary Blog #### Don't miss the latest AI and Marketing news. Filter by Tag Show All AI API Buyer Personas ChatGPT Employment Marketing Automation OpenAI SEO Universal Income Whisper marketing [![Ink line illustration of a buyer persona sheet linked by threads to its sources: a web page, an interview notebook and a research report, one thread in terracotta](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/evidence-graded-buyer-persona-hero.webp?width=1200&height=628&name=evidence-graded-buyer-persona-hero.webp)](https://www.marketingmary.ai/blog/evidence-graded-buyer-persona) 9 min read #### [What is an evidence-graded buyer persona?](https://www.marketingmary.ai/blog/evidence-graded-buyer-persona) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Sep 30, 2026, 8:25:00 PM An evidence-graded buyer persona is a buyer persona in which every claim carries a label saying where it came from: first-party evidence (the company's own website, customers or records), researched evidence from a named outside source, or synthesis... [marketing](https://www.marketingmary.ai/blog/tag/marketing) [Buyer Personas](https://www.marketingmary.ai/blog/tag/buyer-personas) [Read More](https://www.marketingmary.ai/blog/evidence-graded-buyer-persona) [![Analyst studying a chart where an impressions line climbs steeply while a clicks line stays flat, with speech-bubble shapes intercepting the traffic between them](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/aeo-06-impressions-clicks-divergence-her-hero-1.webp?width=1200&height=628&name=aeo-06-impressions-clicks-divergence-her-hero-1.webp)](https://www.marketingmary.ai/blog/impressions-up-clicks-down) 6 min read #### [Impressions Up, Clicks Down: What's Really Happening in Search Console (2026)](https://www.marketingmary.ai/blog/impressions-up-clicks-down) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Sep 9, 2026, 11:58:11 PM Our own Search Console tells this story: impressions up 49% in four weeks, clicks down 12% over the same period, average position improving from 11.3... [Read More](https://www.marketingmary.ai/blog/impressions-up-clicks-down) [![Illustration of a jar of coins being drawn down by small robot assistants performing marketing tasks, showing how HubSpot Breeze credits are consumed](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/aeo-05-hubspot-breeze-credits-hero-hero-1.webp?width=1200&height=628&name=aeo-05-hubspot-breeze-credits-hero-hero-1.webp)](https://www.marketingmary.ai/blog/how-hubspot-breeze-credits-work) 5 min read #### [How HubSpot Breeze Credits Work: Rates, Allowances & Traps (2026)](https://www.marketingmary.ai/blog/how-hubspot-breeze-credits-work) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Aug 25, 2026, 10:16:09 AM You can find HubSpot's credit rates. You can find your monthly allowance. What you cannot easily find is the sentence that connects them — so most... [Read More](https://www.marketingmary.ai/blog/how-hubspot-breeze-credits-work) [![Marketer comparing a flat price tag against a credit-based tag with tokens spilling from a jar](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/aeo-04-pricing-models-hero.webp?width=1200&height=628&name=aeo-04-pricing-models-hero.webp)](https://www.marketingmary.ai/blog/ai-marketing-tool-pricing-models) 4 min read #### [AI Marketing Tool Pricing: Seats vs Credits vs Usage Explained](https://www.marketingmary.ai/blog/ai-marketing-tool-pricing-models) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Aug 12, 2026, 10:05:35 AM Two teams buy the same AI marketing tool on the same day. One pays $59 a month all year. The other opens an invoice in March for four times what they... [Read More](https://www.marketingmary.ai/blog/ai-marketing-tool-pricing-models) [![Marketer and AI assistant sorting app tiles into trays labelled Built In, Two-Way Sync and Connected on a whiteboard](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/aeo-03-hubspot-ai-tools-hero.webp?width=1200&height=628&name=aeo-03-hubspot-ai-tools-hero.webp)](https://www.marketingmary.ai/blog/ai-tools-that-integrate-with-hubspot) 5 min read #### [Which AI Marketing Tools Integrate Natively With HubSpot?](https://www.marketingmary.ai/blog/ai-tools-that-integrate-with-hubspot) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Aug 4, 2026, 10:31:43 AM Every AI marketing tool on the market claims to "integrate with HubSpot". Most of them mean something much smaller than you think, and you usually... [Read More](https://www.marketingmary.ai/blog/ai-tools-that-integrate-with-hubspot) [![A marketer flying with an AI co-pilot at shared controls, contrasted with an autonomous robot flying alone on autopilot](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/aeo-02-copilot-vs-agent-hero.webp?width=1200&height=628&name=aeo-02-copilot-vs-agent-hero.webp)](https://www.marketingmary.ai/blog/ai-marketing-co-pilot-vs-agent) 3 min read #### [AI Marketing Co-Pilot vs AI Marketing Agent: The Difference](https://www.marketingmary.ai/blog/ai-marketing-co-pilot-vs-agent) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Jul 29, 2026, 8:29:40 AM An AI marketing co-pilot works alongside a human who directs and signs off each step; an AI marketing agent works autonomously towards a goal with... [Read More](https://www.marketingmary.ai/blog/ai-marketing-co-pilot-vs-agent) [![A layered marketing technology stack diagram drawn as horizontal bands holding tool icons](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/ms-2-5-martech-diagram-hero.webp?width=1200&height=628&name=ms-2-5-martech-diagram-hero.webp)](https://www.marketingmary.ai/blog/martech-stack-diagram) 2 min read #### [MarTech Stack Diagram Template (Free PowerPoint Download)](https://www.marketingmary.ai/blog/martech-stack-diagram) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Jul 26, 2026, 5:24:55 PM A MarTech stack diagram is a single-page map of every tool your marketing team runs, grouped into layers by the job each one does — data foundation,... [Read More](https://www.marketingmary.ai/blog/martech-stack-diagram) [![A B2B marketing technology stack and a B2C stack shown side by side as two towers of connected tools](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/ms-2-4-b2b-vs-b2c-martech-hero.webp?width=1200&height=628&name=ms-2-4-b2b-vs-b2c-martech-hero.webp)](https://www.marketingmary.ai/blog/b2b-vs-b2c-martech-stack) 5 min read #### [B2B vs B2C MarTech Stacks: Architecture, Tools & Budget (2026)](https://www.marketingmary.ai/blog/b2b-vs-b2c-martech-stack) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Jul 23, 2026, 12:05:16 AM B2B and B2C MarTech stacks solve different problems. A B2B stack is built around the CRM to win a small number of high-value accounts over long,... [Read More](https://www.marketingmary.ai/blog/b2b-vs-b2c-martech-stack) [![A marketer working alongside an AI co-pilot inside a HubSpot-style dashboard, content flowing from research to a published blog post](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/aeo-copilot-hubspot-hero.webp?width=1200&height=628&name=aeo-copilot-hubspot-hero.webp)](https://www.marketingmary.ai/blog/how-ai-marketing-co-pilot-works-in-hubspot) 6 min read #### [How an AI Marketing Co-Pilot Works in HubSpot (2026 Guide)](https://www.marketingmary.ai/blog/how-ai-marketing-co-pilot-works-in-hubspot) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Jul 22, 2026, 11:39:44 PM An AI marketing co-pilot is a platform that runs the full marketing content workflow — research, write, brand voice, images, SEO, schema, CMS... [Read More](https://www.marketingmary.ai/blog/how-ai-marketing-co-pilot-works-in-hubspot) [![A marketing leader working alongside an AI co-pilot, with a Scan, Co-Pilot, Scale flow diagram behind them](https://www.marketingmary.ai/hs-fs/hubfs/blog/images/c2-co-pilot-operating-model-hero.webp?width=1200&height=628&name=c2-co-pilot-operating-model-hero.webp)](https://www.marketingmary.ai/blog/marketing-co-pilot-operating-model) 9 min read #### [The Marketing Co-Pilot Operating Model: Scan, Co-Pilot, Scale](https://www.marketingmary.ai/blog/marketing-co-pilot-operating-model) [![Picture of Clwyd Probert](https://app.hubspot.com/settings/avatar/ce454bc741a43a0578a9342cd3f99842) Clwyd Probert](https://www.marketingmary.ai/blog/author/clwyd-probert): Jun 19, 2026, 3:41:34 PM The Marketing Co-Pilot Operating Model is a three-stage framework for running AI-assisted marketing: Scan (research, listening and persona intake),... [Read More](https://www.marketingmary.ai/blog/marketing-co-pilot-operating-model) [1](https://www.marketingmary.ai/blog/page/1) [2](https://www.marketingmary.ai/blog/page/2) [3](https://www.marketingmary.ai/blog/page/3) [4](https://www.marketingmary.ai/blog/page/4) [5](https://www.marketingmary.ai/blog/page/5) [Next](https://www.marketingmary.ai/blog/page/2) ![](https://www.marketingmary.ai/hs-fs/hubfs/mm-2026-preview/marketingmary-logo-mark-only.png?width=259&height=155&name=marketingmary-logo-mark-only.png) Marketing Mary How it works - [Overview](https://www.marketingmary.ai/how-it-works) - [Personas](https://www.marketingmary.ai/personas) - [Articles](https://www.marketingmary.ai/content) - [The 90-day plan](https://www.marketingmary.ai/90-day-plan) - [How Mary checks her work](https://www.marketingmary.ai/methodology) - [Pricing](https://www.marketingmary.ai/pricing) Who it’s for - [Small businesses](https://www.marketingmary.ai/for-small-businesses) - [Marketing teams](https://www.marketingmary.ai/for-marketing-teams) - [Agencies](https://www.marketingmary.ai/for-agencies) Company - [Blog](https://www.marketingmary.ai/blog) - [Security](https://www.marketingmary.ai/security) - [Privacy](https://www.marketingmary.ai/privacy-policy) - [Terms](https://www.marketingmary.ai/terms-of-service) - [Contact](https://www.marketingmary.ai/contact) © 2026 Marketing Mary Data hosted in the UK (London) ```json { "@context" : "https://schema.org", "@type" : "Blog", "description" : "Practical guides on AI marketing tools, content automation, buyer personas, and MarTech stack optimisation for UK SME marketing teams.", "inLanguage" : "en-GB", "name" : "Marketing Mary Blog", "publisher" : { "@type" : "Organization", "name" : "Marketing Mary", "url" : "https://www.marketingmary.ai" }, "url" : "https://www.marketingmary.ai/blog" } ```