Sienna Mcpherson
Contributing writerSienna has a marketing degree and five years of freelance work behind her, most of it online for software teams that needed a marketer before they could afford to hire one. She writes about the practical end of the job — the campaigns, pages and emails that have to earn their keep straight away.
AIChatGPT's Intelligent UI builds calculators inside the chat, and SaaS lead-gen tools are in its path
GPT-6's Intelligent UI builds calculators and charts inside ChatGPT, putting SaaS lead-gen tools in direct competition with the chat itself.
Oct 8, 2026 · 5 min read
PositioningThe Document Foundation writes down six conditions for adding AI to LibreOffice, and says none are met yet
LibreOffice's maker published six conditions an AI feature must meet before shipping, and says none currently qualify.
Oct 7, 2026 · 5 min read
AIOpenAI recruits software vendors to train its models on their own products, starting with Ironclad
OpenAI trained GPT-6 Astra on Ironclad's contracting workflows and is inviting more software vendors to apply for the same deal.
Oct 7, 2026 · 4 min read
MessagingOpenAI watermarks ChatGPT and Codex text in the EU, and editing cuts detection from 92% to 66%
OpenAI's EU watermark for ChatGPT and Codex text is easy to edit away, which matters for any marketing team using AI content tools.
Oct 6, 2026 · 4 min read
PricingChargebee's billing overhaul shows how CodeRabbit, Gorgias and Zapier actually price their AI features
Chargebee rebuilt its billing catalog for AI pricing in 2026, and its named customers show how credit, action and outcome billing works.
Oct 4, 2026 · 4 min read
PricingCloudflare starts charging AI agents per API call, and four companies are already collecting
Cloudflare's new gateway lets sites and APIs charge AI agents per request, and four companies are already running paid traffic through it.
Oct 3, 2026 · 4 min readGoogle's helpful-content guidance now calls fabricated author bios deception, and ghostwritten SaaS blogs are exposed
Google now calls fake AI author bios deception in its core content guidance. Here is what changes for SaaS blogs and comparison pages.
Oct 3, 2026 · 4 min read
AIOpenAI launches Dots, an always-on agent that watches for you but can't act on what it finds
OpenAI's Dots agent can watch your stack round the clock, but it can only read and take notes, not act.
Oct 2, 2026 · 4 min read
SearchGoogle tells sites to fact-check AI content before publishing, and the rule now reaches your title tags
Google's Oct. 1 guidance update adds a mandatory fact-check step for AI content, and extends it to titles and metadata.
Oct 2, 2026 · 4 min read
MessagingSalesforce agrees to buy Listen Labs, giving marketers an AI shortcut to test messaging before real customers see it
Salesforce is buying Listen Labs, putting AI-run customer interviews and simulated reactions inside the CRM marketers already use.
Oct 1, 2026 · 4 min read
DistributionReddit shuts off RSS in November and its public API by March, and marketers lose a free window into its communities
Reddit is ending RSS support in November and its public API by March 2027, cutting off free tools marketers use to track its communities.
Oct 1, 2026 · 4 min read
DistributionOpenAI opens an enterprise marketplace with 32 partners, and there's no checkout button yet
OpenAI's DevDay marketplace routes enterprise AI budget to 32 partners like HubSpot and Salesforce, with no checkout or revenue share yet.
Sep 30, 2026 · 4 min read
AIBraze opens its AI assistant to Claude and ChatGPT, and its CEO says the dashboard still wins the review
Braze adds self-serve AI decisioning and automated campaign QA, and opens itself to Claude and ChatGPT, but keeps its UI as reviewer.
Sep 30, 2026 · 4 min read
PricingRevenueCat data shows annual SaaS trials converting best at 30 days, not 14
A RevenueCat study of 17,000+ apps finds 30-day trials convert best on annual plans, while most B2B teams still default to 14.
Sep 29, 2026 · 5 min read
PositioningSoftware has the shortest average CMO tenure of any industry, at 27 months
Software CMOs have the shortest average tenure of any industry, and most 2026 hires have never done the job before.
Sep 29, 2026 · 4 min read
DistributionGoogle Ads adds IP address and timestamp matching to Customer Match, and it must be uploaded unhashed
Google Ads adds IP and timestamp matching to Customer Match — unhashed, and unavailable in the EEA, UK and Switzerland.
Sep 28, 2026 · 4 min read
PricingSalesforce, HubSpot and Atlassian are now pricing AI agent access separately from seats, and the rates don't agree
Salesforce, HubSpot and Atlassian are metering AI agent access separately from seats, at rates that differ by up to 1,200x.
Sep 28, 2026 · 4 min read
PricingTwo in three top AI companies now charge by usage, and Stripe says pricing pages haven't caught up
Stripe's data shows two-thirds of top AI companies now bill by usage, and localized pricing drives real revenue gains.
Sep 27, 2026 · 4 min read
PositioningGorgias put its own AI agent in a public benchmark, and published every place it lost
Gorgias benchmarked its AI agent against 17 rivals in public and published where it lost. SaaStr says more B2B vendors should do the same.
Sep 26, 2026 · 4 min read
SearchGoogle search referrals to publishers dropped 40% this year, and AI still isn't filling the gap
Google Search referrals fell 40% year-over-year and Discover fell 34%, while AI referral traffic remained flat at 0.01% of pageviews.
Sep 26, 2026 · 4 min read
AIAI agents are running your GTM stack, and a third of ops teams can't say how many
93% of GTM teams run AI agents; a third can't count how many, and 30% found one acting with no audit trail.
Sep 25, 2026 · 4 min read
DistributionSoftware companies' creator video use jumped 55% this year, and AI is already citing it in shopping answers
B2B software's creator video use is up 55% this year. IAB data shows AI shopping tools already weigh creator reviews in their answers.
Sep 25, 2026 · 4 min read
Tools & AnalyticsMarketo's co-founder launches Phave, an AI marketing platform priced by reach, not database size
Marketo co-founder Jon Miller launches Phave, AI marketing automation priced by monthly reach, not database size.
Sep 24, 2026 · 4 min read
PositioningMartech category labels have stopped describing products, and a blind test shows buyers can't tell CRMs apart
Vendors reshuffle category labels every year, but a blind test found buyers can't tell rival CRMs apart on messaging alone.
Sep 24, 2026 · 4 min read
SearchGoogle adds AI Max reporting, two years after advertisers called it a black box
Google promises AI Max reporting that shows which search term, asset and page earned a conversion, after two years of black-box complaints.
Sep 23, 2026 · 4 min read
Tools & AnalyticsIAB gives AI ad-buying agents a shared proposal format, and measurement contracts get a template
IAB Tech Lab and IAB released standards for AI ad-buying agents and measurement contracts, both open for comment through Oct. 22.
Sep 23, 2026 · 4 min read
AIChatGPT's share of AI prompts fell to 50% from 70% in six months, and most GEO dashboards still watch only one assistant
ChatGPT's share of AI prompt volume fell from 70% to 50% in six months as Gemini and Claude gained ground, per Comscore.
Sep 22, 2026 · 4 min read
PositioningOpenAI now discloses when its AI misbehaves, and few software marketers have written their own accountability document
OpenAI just started disclosing its AI's failures. A school district already wrote the accountability document most vendors still lack.
Sep 22, 2026 · 4 min readSaaStr's inbound agent runs on renewal data, which marketing usually doesn't own
The reusable part of SaaStr's agent teardown is the build order: renewals first, and acquisition inherited the corpus.
Sep 19, 2026 · 4 min readAI job-loss expectation rises with income and awareness, and that describes your buyer
Pew's 37-country survey finds job-loss expectation rises with income and AI awareness - the two things that define a software buyer.
Sep 19, 2026 · 4 min readGross margin is now a benchmark metric, and a great magic number can mean you under-invested in marketing
The new benchmark adds gross margin and gross retention, and says a great magic number may mean you under-spent on go-to-market.
Sep 18, 2026 · 5 min readGoogle can pick a stranger's domain as your canonical, and Search Console won't show you the traffic
Identical framework error screens can cluster unrelated sites, and the canonical Google picks may sit on a domain you do not own.
Sep 18, 2026 · 4 min readGoogle's Search profile bar drops to 10,000 followers, and yours may already exist unclaimed
Google cut the Search profile threshold to 10,000 followers and says it does nothing for ranking. The payoff is Discover.
Sep 17, 2026 · 4 min readSaaStr wrote 214 free articles about Replit, and what earned them was one engineer nobody reassigned
SaaStr itemised 214 free articles, 5.9M impressions and $0 paid. The part that earned it was a headcount decision, not a campaign.
Sep 17, 2026 · 4 min readHubSpot now scores how complete your context is, and its 3.6x proof compares AI users with non-users
HubSpot's Unbound26 release scores your data completeness. Its headline 3.6x figure is measured against customers using no AI.
Sep 16, 2026 · 4 min readBlocking AI training no longer costs you Googlebot, and it still won't keep you out of AI answers
Cloudflare split training from search crawling on September 15. The setting most marketers will reach for does not do what they think.
Sep 16, 2026 · 4 min readAI search is now the top media challenge, and buyers are answering it with brand spend
The IAB makes AI-driven search the top media challenge, and the budget it unlocked is going to brand, not tactics.
Sep 15, 2026 · 4 min readGoogle has started paying for grounding, and the panel shows earnings but not usage
Google's AI contribution pilot pays when pages shape an AI answer, and shows a monthly figure with no usage behind it.
Sep 15, 2026 · 4 min readHarvey puts an ex-lawyer in every deployment, and now certifies people it doesn't employ
About 180 ex-lawyers sit inside Harvey deployments, the post-sales ones carry a quota, and outsiders can now be certified for the job.
Sep 13, 2026 · 4 min readThe same 3-4 word query now drives 46% of paid conversions and almost no organic clicks
Longer searches now carry 46% of Google Ads conversions and 0.3 organic clicks per 100 impressions. Same query, opposite outcome.
Sep 13, 2026 · 4 min readThe FTC wants three facts disclosed on a personalized price, and it never mentions business buyers
A three-part disclosure test for personalized prices, a Sept 25 comment deadline, and total silence on business buyers.
Sep 12, 2026 · 4 min readOnly 16% of CMOs feel able to defend their AI spend, and the price of it is still subsidized
Boards want proof AI spending works. Only 16% of marketing leaders feel able to give it, and the price is still subsidized.
Sep 12, 2026 · 4 min readContent marketing hit a 12-year performance low, and AI adoption does not explain it
Only 13.9% of content marketers report strong results. The survey blames the practices teams dropped, not AI adoption.
Sep 11, 2026 · 4 min readGoogle's geo experiments go global, and its new uplift metric counts conversions, not customers
Meridian GeoX is generally available worldwide and Google Ads gains a Data Strength Uplift metric. Only one fits a B2B software budget.
Sep 10, 2026 · 4 min readAutomated campaigns take 12% of US ad spend, and Google's targets no longer beat themselves
AI campaign types now take 12% of US ad spend, and Google's target bidding changed underneath them.
Sep 10, 2026 · 4 min readGoogle may still judge your site on the programmatic pages you already deleted
Mueller says cleanup and re-earning trust are two different jobs, and only the first one is fast.
Sep 9, 2026 · 4 min readGoogle's EEA rebuild gives aggregators the top unit, and splits your rank data by region
Google's DMA redesign puts comparison sites above direct suppliers in Europe, and makes one global rank number a blended average.
Sep 9, 2026 · 4 min readMore than half of web requests are automated, and retargeting is where the budget leaks
Bots are over half of web requests. Agencies say retargeting pools are the casualty - and llms.txt enforces nothing.
Sep 8, 2026 · 4 min readA B2B ChatGPT ads test matched 336 clicks to 146 companies, and only five fit the ICP
Published CPCs run $4.41 to $22.89 with no OpenAI benchmarks, and the one B2B test that checked found five ICP matches in 146.
Sep 8, 2026 · 4 min readAgencies are capping their AI agents' tokens, because a rule in a prompt is only a suggestion
Agencies are adding audit logs and token caps to agentic tools. The limits that hold live in permissions, not prompts.
Sep 7, 2026 · 4 min readYour old product name wins the AI answer, because it matches the question
The wrong claim about your product is usually one of your own, still sitting on a page nobody has opened in three years.
Sep 7, 2026 · 5 min readAI orders on Shopify grew 15x, and the checkout underneath still assumes a human
Agents are placing orders and spending budgets. Only one side of that transaction built logs, caps and named owners.
Sep 6, 2026 · 5 min readGoogle's traffic grew 10.72% while its clicks to sites fell, and GA4 files the gap as direct
Google US traffic is up 10.72% while clicks out fall, and GA4 files the difference under direct.
Sep 6, 2026 · 4 min readCalifornia starts taxing SaaS on January 1, and how you invoice decides the size of the bill
SB 122 pulls software into California sales tax from January 1. The exemptions turn on how the contract is written, not who sells it.
Sep 5, 2026 · 4 min readYour AI visibility score is now a commodity, and moving it is still nobody's job
Three vendors and one agency published the same admission in two days: counting AI citations is solved, changing them is unassigned.
Sep 5, 2026 · 5 min readSoftware buyers will self-serve a $25,000 purchase, and only 17% of vendors can take it
Buyers converge on a shortlist faster than ever, then stall at the quote. Agents do not stall - they fail.
Sep 4, 2026 · 5 min readAI Mode stopped citing sources on Gemini 3.8 Flash, and only paid subscribers could see it
A model swap briefly killed AI Mode citations on the paid tier - the one most visibility tools never check.
Sep 4, 2026 · 4 min readGoogle keeps AdX, and the new bid transparency goes to publishers, not advertisers
A judge rejected the AdX breakup for behavioral remedies. Every new disclosure runs to publishers, not the advertisers buying.
Sep 3, 2026 · 5 min readGoogle's Ads MCP server is read-only, so agents get write access from vendors first
Google shipped a read-only MCP server for Ads. The write path is arriving from connectors instead.
Sep 3, 2026 · 4 min readForum threads now feed Google and AI answers, and 30 of 71 Cloud 100 subreddits feed nothing
Ahrefs and Foundation data show forum threads feeding Google and AI answers, while most B2B software communities earn no citations.
Sep 2, 2026 · 5 min readOnly SEO tools are requesting your markdown, and Claude Code reads your docs instead
The format debate is a distraction. What agents actually fetch is documentation and pricing - pages most marketers do not own.
Sep 2, 2026 · 4 min readChatGPT ads open self-serve in Europe, but your buyers are on the ad-free tier
Self-serve ChatGPT ads are now open across Europe. The catch for B2B: your paying buyers never see them, and ads don't buy AI citations.
Sep 1, 2026 · 5 min readSearch Console now counts your AI impressions worldwide, but not the clicks
Google finished the worldwide rollout on Aug 31. You get AI Overviews and AI Mode impressions in Search Console, but no click data.
Sep 1, 2026 · 5 min readHalf of Linear's work is agent-created, and Salesforce says its UI isn't the product
Agents create half the work inside Linear and Salesforce says its UI isn't the product. What that changes for software marketers.
Aug 29, 2026 · 5 min readWebMCP goes live, and your signup flow becomes something agents can call
OpenAI, Shopify and Cloudflare shipped WebMCP into live products. Your funnel is now a tool list, and nobody can measure it yet.
Aug 29, 2026 · 5 min readGoogle splits site reputation enforcement by region and names four tests
Site reputation manual actions stop applying inside the EEA on August 30, and Google published its four review factors.
Aug 28, 2026 · 5 min readAI answers name your product, then recommend a competitor
Being named in an AI answer, being cited, and being recommended are three different scores. Most software teams track only the first.
Aug 28, 2026 · 5 min readThe first 100 users won’t come from Product Hunt
Where early software users actually come from, and why launch day is the least of it.
Jul 29, 2026 · 7 min readChurn is a marketing problem before it’s a product one
Most cancellations are promises the marketing made and the product never agreed to.
Jul 2, 2026 · 7 min readPageviews.ai review 2026: the best Google Analytics alternative for software marketers
Privacy-first, AI-powered and priced for growing teams. Our full, unsponsored verdict.
2026 · 12 min read