IG Insights
Research-backed insights from operators building scalable growth systems across strategy, AI, marketing, and operations.
The CMO and VP Marketing read on Claude Fable 5. Long-context customer history, agentic campaign loops, the cost reset, and the three moves to make this week.
Read ArticleAI agents are starting to research, shortlist, and buy for B2B teams. Here is how to make your company visible, machine-readable, and chosen by the agent.
AI agents now browse, compare, and buy on behalf of users. Here is how to make your website machine-readable so an agent can read, quote, and transact with it.
A welcome email series is the first flow you should automate and the highest-return one. Here are the 2026 benchmarks and a sequence framework that converts.
AI sales agents inherit your CRM's data debt and amplify it. Here is the 2026 data on why data quality decides whether agents work.
Google now verifies most local businesses by video, and failed attempts stall listings for weeks. Here is exactly what to film so you pass on the first try.
Schema markup for AI search barely moved citations in Ahrefs' 1,885-page test. What structured data does and does not do for AI visibility in 2026, and where to spend the effort instead.
Buyers now use AI to research vendors and build shortlists before contacting sales, then recruit humans to validate it. What the buying committee shift means for pipeline.
AI generated code ships faster and quietly adds technical debt: duplication, weaker security, lower stability. The 2026 data, and how to keep the speed without the debt.
A win-back email campaign recovers revenue from lapsed subscribers and protects deliverability. How to segment, sequence, and sunset without hurting inbox placement.
Pipeline coverage ratio should track your win rate, not a fixed 3x rule. How to calculate it, weight it, and keep the CRM data behind it trustworthy.
Google Ask Maps is Gemini-powered conversational search inside Maps. How local businesses get recommended: profile accuracy, current hours, and fresh, specific reviews.
About 85% of brand mentions in AI answers come from third-party sites. How to earn the citations that get you into ChatGPT, Gemini, and Perplexity.
AI adoption is near-universal but returns are rare. What McKinsey and Demand Gen Report data show, and how the teams seeing results run AI differently.
What net revenue retention measures, how to calculate it, current SaaS benchmarks near 103%, and the levers that move NRR up in 2026.
Spot at-risk customers early, use predictive analytics and lifecycle email to intervene, and measure churn and retention the way that protects revenue.
How Local Services Ads show at the top of search, how pay-per-lead billing works, the Google Guarantee badge, ranking factors, and costs.
What AI coding agents are, how they differ from autocomplete, how developers actually use them, and what the shift means for building software.
How AI targets accounts, personalizes content at scale, and times outreach across the ABM lifecycle, plus where the real gains and limits are.
Google AI Mode SEO in 2026: how AI Mode ranks and cites sources, what Google's own guidance says works, and the levers that get your site surfaced in AI answers.
Google now ships smaller core updates continuously, without announcements. What changed in 2026, why the update calendar is gone, and how to run SEO as a steady monitoring cadence.
A fractional CMO owns strategy; an agency executes it. Here is how the two models differ on cost and fit, plus a framework for choosing.
MCP is the open standard connecting AI to your data and tools. What it is, how it differs from an API, and where enterprise adoption stands in 2026.
Authentication, a sub-0.3% spam rate, and one-click unsubscribe are now enforced. What the Gmail and Yahoo rules require and how to meet them.
AI expands the top of the funnel; humans still close. What the 2026 buyer and adoption data shows, and how to build a hybrid outbound motion.
AI Overviews now sit above the map pack. How local businesses get found in AI search in 2026, and what owner-operators should do first.
GA4 now groups ChatGPT, Gemini, and Copilot in a native AI Assistants channel. How to capture Perplexity, fix the Direct problem, and report AI-sourced leads.
How account-based marketing and account-based experience differ, where they overlap, and which one your revenue problem actually calls for.
How the two post-sale roles differ, where they overlap, and how they work together to drive retention, expansion, and net revenue retention.
The five lifecycle stages, what each one owns, and how email marketing powers every stage in 2026.
What to post, how often, which platforms matter, and how Instagram's Google indexing turns your feed into local search.
The experience and speed gaps that quietly cost pipeline, backed by Google and Deloitte data, plus a practical fix list for 2026.
How generative engine optimization and traditional SEO differ, where they overlap, and how to win a Google ranking and an AI citation at once.
WordPress vs Wix vs Squarespace vs Webflow compared honestly for SEO, plus the hand-coded, managed option that beats all four for speed and control.
Is Wix good for SEO in 2026? What it does well, where performance and control fall short, and the hand-coded alternative built and managed for you.
How Webflow and WordPress compare on SEO, speed, and security, plus the better-engineered option most teams overlook.
An honest look at custom-built vs WordPress for SEO, speed, security, and AI search, and how to choose the right foundation.
What llms.txt is, how to write one in minutes, and the honest truth about whether AI search actually uses it in 2026.
An honest look at what Squarespace SEO handles well, where performance and control fall short, and the hand-coded alternative.
What AEO is and how to get cited by ChatGPT, Perplexity, and Google AI. A six-step playbook to rank and get cited, backed by the data.
Six weeks watching ChatGPT recommend a competitor every time, then the five-move playbook that flipped citation share. The new metric and how to measure it.
Most marketing consultancies can't afford to use their own product. Why IG runs Customer Zero on every offering, the four portfolio proofs, and the checklist to copy.
Seven monetization layers, the two-step ratchet structure, and the patient-capital model that beats traditional venture math for network-economics AI startups.
A complete 2026 website audit checklist for any platform. Catch the silent breaks that cost you traffic, conversions, and AI search citations.
A fractional CMO scales growth when marketing leadership is the bottleneck and the plan can actually be executed. Where the model works, and where it stalls.
Anthropic released Claude Fable 5 and Mythos 5 on June 9, 2026. The operator's read on what shipped and what it changes for your stack.
What Fable 5 changes for startup founders: building agentic products, AI execution cost math, and capital efficiency through the model-shift cycle.
Restaurant, contractor, retail, salon. What Claude Fable 5 changes for owner-run businesses: the phone always answered, reviews handled, follow-up that runs itself.
How an AI agent changes what a fractional CMO can ship: persona research, a content engine, demand gen, and board reporting, without adding headcount.
Most B2B SaaS homepages lead with capability. The buyer-first rewrite leads with the buyer's problem in their language. A teardown with before-and-after copy.
A working playbook for B2B mid-market companies between $5M and $200M in revenue deploying AI inside their growth engine in the first 90 days.
When to buy the productized version (Beat) and when to commission a custom build. A working decision tree for B2B operators weighing both paths.
Multi-location dental groups and DSOs face specific Google Reviews dynamics in 2026: review velocity, AI-review detection, response cadence, and reputation risk.
Service-area businesses need different schema markup than storefronts. What works in 2026, including LocalBusiness, Service, and area-served patterns.
Why we stopped sending our restaurant clients reports, and built them a dashboard that tells them what to do next instead.
Updated for 2026 Google policy changes. The new rules on name mentions, kiosks, and staff quotas, plus how Google detects violations and what compliance looks like across multiple locations.
Same visitor on Tuesday morning sees one brand. That afternoon they see something else. What real-time personalization actually requires beyond nightly batch.
Privacy, latency, governance, identity. The four constraints every enterprise AI personalization stack hits, and how teams that ship work through them.
Certifications decide which markets you can sell into. How to sequence SOC 2, ISO 27001, GDPR, and HIPAA as a growth strategy, not a tax.
Pilots are easy, adoption is hard. Why companies of every size, industry, and geography still struggle to turn AI into day-to-day operational efficiency.
A practical 2026 playbook for restaurant local SEO: Google Business Profile, reviews, schema, and the on-page work that wins Google Maps.
Learn how to move agentic AI from pilot to production with a practical framework for scaling AI agents across enterprise operations.
Discover the demand generation strategies driving real pipeline. From content marketing to AI-powered intent signals and account-based engagement.
Build a digital transformation roadmap that drives real enterprise growth. Strategy, technology, and AI aligned to measurable business outcomes.
The essential AI growth tools every startup needs. Affordable automation, sales AI, and marketing tools to scale faster without a massive team.
From ICP definition to channel selection and pricing. The complete GTM playbook for startups launching or scaling in competitive markets.
Fundraising demands traction over vision. Learn what investors evaluate before writing a check and how to build investor-readiness.
Affordable AI automation tools for small business. Chatbots, marketing AI, and workflow tools that deliver real ROI without enterprise budgets.
Master local SEO with Google Business Profile, hyperlocal targeting, review strategies, and voice search optimization for your business.
Turn local searchers into customers with website, social, review, and video strategies designed for small business growth.
Growth hacking is about systems, not shortcuts. Retention-first, community-led, and AI-powered growth strategies that scale.
Enterprise teams are discovering that smaller, purpose-built AI models outperform general-purpose LLMs for most operational workflows.
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