From the Sparked Group
46 pieces in three strands. The revenue engine and how to build it, the growth motion and how to run it, and staying visible now that AI answers the question. Written by operators, for operators.
Revenue Automation
Microsoft's Sales Development Agent entered public preview on 8 October 2026 and stays free until 16 November. Why that window is too short to trust its calls.
AI Search
On 30 September 2026 a US judge dismissed Chegg and Penske Media's antitrust suits against Google over AI Overviews. Here is what still earns AI citations.
AI Search
The rollout sequence that keeps an AI-influenced CRM field alive past the next data cleanup, built from our own revenue operations engagements.
Revenue Automation
OpenAI's Dots agents began rolling out 29 September 2026 with their own cloud computer. The permission toggle still needs a decision rights matrix behind it.
Revenue Automation
Winter '27 auto-enables Agentforce across every licensed Salesforce org and removes the page that used to gate it. What changed, and the audit to run this week.
AI Search
Google tested a new AI Overview citation layout on 28 September 2026. Here is what actually governs whether you are in the citation set at all.
AI Search
Google is testing a pilot that pays publishers when content shapes an AI answer, even with no link attached. Here is the measurement gap it opens.
Revenue Automation
A fit times stage times decay scoring formula for revenue signals, replacing the additive scores that let weak signals outrank the accounts that actually match.
Revenue Automation
Gemini broke into three real companies during a May 2026 test, Google disclosed on 18 September. What that means before an agent gets write access to a CRM.
Revenue Automation
Salesforce's Dreamforce launch gave away the interface. Koa, its own CRM reasoning model, shows what it kept. What that split means for RevOps buyers.
Revenue Automation
Agentic AI does not break the system of record, it breaks the identity behind every write. What changed, what two vendors shipped, and what to fix now.
Revenue Automation
Some work should stay with people, and some is simply not ready. How to spot workflows that are unowned, unclear, high risk or unmeasurable.
Revenue Automation
What a good AI automation agency should do, the questions to ask, the red flags to spot and what to agree on ownership before any work starts.
Revenue Automation
What CRM decay actually costs, in reconciliation hours and forecast error, priced against Gartner and Validity research and our own audit diagnostic.
Revenue Automation
Claudeforce lets Claude write to live Salesforce records under existing permissions. A permission check is not a provenance record.
AI Search
Two 2026 studies covering hundreds of thousands of domains found no citation benefit from llms.txt, and most published files are never requested by an AI crawler at all.
AI Search
Reddit's ChatGPT Search citation share fell 86% in six days. Our take: citation share is instrumentation, not the metric a GEO strategy is built on.
Growth
Our own engine's first thirteen days: two wrong claims caught by hand, not by any script, and why verification is the real cost of running one.
AI Search
Google confirmed on 19 August 2026 that generative UI is expanding into AI Overviews. What that does to structured content and citation, in our reading.
Revenue Automation
Most agentic advice lists what to automate. Here is the rule for what not to: judge every task by reversibility and blast radius, not capability.
Revenue Automation
6sense shipped its MCP Server in August and Forrester expects 30% of vendors to follow. Putting vendor data inside an agent does not fix fragmented buying signals.
AI Search
We found 46 pages on our own site serving perfect HTML as the wrong file type. No AI crawler could parse any of them. Here is how to check yours.
Revenue Automation
Agent spend creeps fast once more than one system calls a model on its own schedule. A practical guide to tracking, capping and cutting AI agent costs.
Growth
A buying committee is the group who together decide if your deal closes. Here is what counts, how big it really is, and how to map one before you need it.
Growth
A16z's framework for picking a sales motion works for any B2B revenue team, not only AI startups. Here is how to choose between lighthouse and landgrab.
AI Search
A citation puts your name in the answer itself. The seven things that decide whether an AI search engine quotes you, in the order worth doing them.
Growth
Buyers research the people behind a company long before they talk to sales. The architecture, content system and ninety day sprint for authority that compounds.
Growth
Most teams are either sceptical holdouts or flooding channels with obviously machine written copy. A four stage framework for the leverage without the damage.
Growth
Social selling is a discipline, not a hack. The five part framework founders use to turn a LinkedIn profile into genuine pipeline without cold outreach.
AI Search
Every year someone declares SEO dead. In 2026 they are half right. Here is what actually changed, and why abandoning SEO for GEO saws off the branch you sit on.
AI Search
Generative Engine Optimisation is how you get quoted by ChatGPT, Perplexity and Google AI Overviews. What GEO is, how it differs from SEO, and where to start.
AI Search
A practical, non-technical audit any B2B team can run this month to check whether ChatGPT, Gemini and Perplexity can actually read and cite their site.
Revenue Automation
A pricing page visit or a new hire announcement is a revenue signal. Here is what counts, what does not, and how to route one to a person fast.
AI Search
Ahrefs found visitors arriving from AI assistants convert far above Google search. Here is Sparked's operator read on what that means for B2B pipeline.
Revenue Automation
Fortune 500 firms are wiring AI agents into core systems fast. The winners built one trusted Control Room first, not another dashboard nobody trusts.
AI Search
Most searches now end without a click. Here is what it actually takes for ChatGPT, Gemini and AI Overviews to recommend your name instead of a rival's.
Revenue Automation
At the Salesforce UK Marketing Summit the sharpest session argued the whole funnel is now agentic. We agree. Here is what the platforms teach, and the one thing they leave out.
Revenue Automation
Most CRMs decay into graveyards because nothing is engineered to keep them alive. Here is why that happens, and the four loops that keep records flowing.
Revenue Automation
Most teams have pieces of a revenue engine. Almost no one has the system. The five phases that turn pieces into a system that compounds.
Revenue Automation
AI inside the team is not a chat box on the side. It is the brief, the draft, the surface, the log. Here is what changes when AI is embedded into the work, not bolted on.
Revenue Automation
The bowtie funnel works on both sides of the close. Acquisition, conversion, onboard, expansion, advocacy. Where the engine compounds, and why most teams only build half of it.
Revenue Automation
Most agencies hand over a deck. Most consultants hand over a slide. Most implementation shops hand over a config. None of those, on their own, build an engine.
Revenue Automation
How to keep NetSuite as the truth across sales and marketing automation. Read patterns, trigger patterns, write patterns, and the SuiteScript building blocks that make them work.
Revenue Automation
Tomorrow's call is not a pitch. It is a diagnosis. Here is the shape that earns the right to recommend, and why the diagnosis itself is the deliverable.
Revenue Automation
An outsourced SDR works as well as the brief, the draft, and the log around them. Here is how to wrap an engine around the work without taking the calls away.
Revenue Automation
A forecast is only as good as the records it is drawn from. Here is what to put in the CRM so the leader can defend the number to the board.
Revenue Automation
Agentic revenue is the phase most teams talk about and few have built. Here is what it is, what it is not, and the guardrails it cannot run without.
Growth
Most B2B founders we meet have brilliant products and good word of mouth. What they do not have is engineered demand or a senior marketer who actually runs the thing.
Growth
From Rolodex to RevTech: every B2B growth era worked, then expired. A short tour of where we have been, and the playbook the winners are running now.
Growth
Position, Presence, Authority, Conversion, Expansion. The five stages of a growth motion designed to compound. How each one earns the next, and why the circle never stops.
Growth
In a feed where every brand sounds the same, founder authority is the moat that compounds. Why it works, what it looks like, and how to build it.
Growth
Most B2B teams hope. The few that compound engineer. Here is the difference, and the design that turns hope into a system.
Growth
Word of mouth is a great place to start and a terrible place to stay. The pattern that turns one referral every six weeks into a motion that compounds.
Growth
A content machine is a metric of activity, not outcome. Here is what to optimise for instead, and why volume is the trap most B2B teams fall into.
Growth
Same operators, different proximity. When to run growth as an agency, when to embed a fractional CMO, and the hybrid most B2B teams actually need.
Growth
Growth motions feel slow. Until they do not. The shape of compounding marketing across 12 months, and what changes for the customer at each milestone.
Growth
Decks do not ship. Strategists who only deliver decks leave the hardest part to someone else. Here is the cost of that handoff and what to look for instead.
Tell us where you are. We will tell you what we see and where we would start.
