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Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
Lemlist Pricing: Seats, Credits and Sending Costs
Lemlist pricing by month, quarter and year, including credits, mailboxes and add-ons. See founder, sales team and agency bills plus alternatives.Oct 8, 2026Growth
Tidio Alternatives
Compare seven Tidio alternatives by support job, current pricing and billing unit. See who should switch, what migration costs and when Tidio wins.Oct 7, 2026Growth
Vista Social Pricing: What Your Profiles and Team Cost
Vista Social starts at $99/month. Compare annual prices, profile and user limits, AI features, add-ons, three bills and cheaper options.
Oct 7, 2026Growth
Unbounce Pricing 2026: Plans, Visitor Limits and Testing
Unbounce starts at $29/month. Compare all six plans, annual rates, visitor and domain limits, A/B testing, Smart Traffic and the cheapest fit.Oct 7, 2026Growth
Best AI Ad Generator in 2026: AdCreative.ai, Atria, Creatify & Arcads (Compared)
Choose AI ad tools by job: static ads, UGC-style video or creative research. Compare current maker pricing, credit units and free entry.Oct 6, 2026Growth
Surfer SEO Alternatives: SE Ranking, Frase, Clearscope, NeuronWriter and MarketMuse (Verified October 2026)
Compare five Surfer SEO alternatives by content scoring, SEO suite fit and AI tracking, with current prices and workload costs.Oct 6, 2026Growth
CallRail Pricing (2026): Plans, Usage and AI Costs
CallRail's monthly and annual prices, AI features and usage fees, with worked bills for one location, multiple locations and agencies.Oct 6, 2026Growth
Close CRM Pricing (2026): What 1 to 10 Reps Pay
Close CRM pricing for 1, 3, 5 and 10 reps, including annual billing, Call Assistant, phone lines, Chloe credits and usage charges.Oct 5, 2026Growth
SE Ranking Review (Verified October 2026)
SE Ranking's current prices, SEO limits and AI tracking, compared with Semrush and Ahrefs. Who should buy Core, Growth or skip it.Oct 5, 2026Growth
Monday CRM Pricing (2026): Seats, AI and the Annual Bill
monday CRM prices verified October 2026: annual bills for 3, 5 and 10 seats, AI inclusions, and the cost comparison with Pipedrive and HubSpot.Oct 5, 2026GrowthThe other lanes.Pick the one you came for.
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Models, agents, coding assistants, image, video, voice203 piecesBuild
Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra106 piecesDesign
For designers, brand owners, creative directors8 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced52 piecesExplained
What shipped, explained: every real release, decoded for the people who use it0 piecesLab
The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run132–155 / 168
10 Best AI Cold Email Tools in 2026 (and the Inbox Tax)
I priced 10 AI cold email tools on what a real outbound setup costs after the inbox tax, plus the cost per positive reply at honest 2026 reply rates.May 21, 2026Growth
9 Best AI Copywriting Tools in 2026 (and Why ChatGPT Beat 6 of Them)
I tested 9 AI copywriting tools in 2026 and priced every plan after the repricing. A $20 ChatGPT seat beats 6 of them; 3 still earn the cost.May 21, 2026Growth
10 Best AI Social Media Management Tools in 2026 (and the AI Tax)
I priced 10 AI social media management tools on what a real team pays after the AI-tier upcharge, and named the ones the upgrade math says to skip.May 21, 2026Growth
Best AI Call Tracking Tools 2026 (Tested, Priced)
CallRail just bundled Conversation Intelligence into every plan free. I priced 9 AI call tracking tools against the new math, and 4 are now overpriced.May 20, 2026Growth
9 Best AI Heatmap Tools in 2026 (and Why Clarity Wins Free)
Microsoft Clarity is free and AI-first. Hotjar is now Contentsquare. I priced 9 AI heatmap and session-recording tools, and 3 are now obsolete.May 20, 2026Growth
9 Best AI Heatmap Tools in 2026 (and Why Clarity Wins Free)
Microsoft Clarity is free and AI-first. Hotjar is now Contentsquare. I priced 9 AI heatmap and session-recording tools, and 3 are now obsolete.May 20, 2026Growth
6 Best AI Landing Page Builders in 2026 (and the Optimization Tax)
The six AI landing page builders worth running in 2026, priced behind the trial walls, plus the AI-optimization tier most teams pay for too early.May 19, 2026Growth
9 Best AI Meeting Note Takers in 2026 (and the Per-Seat Trap)
I priced 9 AI meeting note takers on what a 10-seat team actually pays past the free-tier cliff, plus the consent-law trap that makes the bot a liability.May 19, 2026Growth
8 Best AI UGC Ad Tools in 2026 (Priced & Ranked)
I costed all 8 major AI UGC ad tools for 2026: real per-video price, the CPA data, and why the SERP's top-ranked picks are paid placements.May 19, 2026Growth
Frase Review 2026: GEO Score, 80-Skill Agent, Real Cost Math
Whether Frase's new 80-skill agent and GEO score earn back the $15–$115/mo seat in AI-search citations, tested, with the cases where it does not.May 19, 2026Growth
Ads in Google AI Mode: the Budget-Reallocation Math (2026)
Google's AI Mode ads run on your existing Shopping/PMax budget while 93% of sessions end click-free. The reallocation math and the trigger to act.May 19, 2026Growth
Kit (ConvertKit) Review 2026: The Real Economics
Kit's real cost per 1,000 subscribers across all tiers, the affiliate bias behind every other review, and 3 cases where Beehiiv or Substack wins instead.May 18, 2026Growth
10 Best AI Email Marketing Tools I'd Buy in 2026 (and the Ones to Avoid)
Pricing-first ranking of AI email marketing tools for 2026: Kit, beehiiv, Klaviyo, Brevo, ActiveCampaign, and the tools to avoid.May 18, 2026Growth
16 Best AI SEO Tools in 2026 (Tested, Priced, and the Ones to Avoid)
Twenty-plus AI SEO tools priced by the outcome they move, the keyword count where each pays back, and the four that are not worth it.May 18, 2026Growth
Ahrefs Brand Radar vs Semrush AI Visibility (2026 cost math)
Ahrefs Brand Radar runs ~$828/mo all-in; Semrush bundled AI Visibility into Semrush One at $199. The cost-per-prompt math and who should buy neither.May 18, 2026Growth
Content-tool ROI after AI Overviews (2026)
AI Overviews take 38-58% of clicks a #1 ranking earns. I re-ran my $89/mo Surfer ROI on a real site: the break-even keyword count and when it stops paying back.May 18, 2026Growth
AI SDR vs Human SDR: $46 vs $312 per meeting, 60 days
AI SDR vs a human SDR seat on cost per booked meeting, and the attribution break that hits when both work the same accounts.May 17, 2026Growth
Manychat DM Flow: $18.40 per Booked Call in 30 Days
A comment-to-DM Manychat flow costed per booked call: the cross-channel setup, the Meta 24-hour-window break that forced a rebuild, and the fix.May 17, 2026Growth
HubSpot Breeze outcome pricing: the CAC math (2026)
HubSpot now charges $0.50 per resolved Breeze conversation and $1 per qualified lead. The CAC break-even math and the vendor-defined-metric trap.May 17, 2026Growth
LLM SEO Tracking: Why One Tool Can't See All Engines
Only ~11% of domains ChatGPT cites also appear in Perplexity, why one AI-visibility tracker misses most of it, and the cross-engine stack that fixes it.May 17, 2026Growth
Newsletter CAC: $6,400 Across Boosts, SparkLoop & Referral
A 90-day, $6,400 test of three paid newsletter channels: the cost-per-retained-subscriber math, the deliverability tax, and which channel is wrong.May 17, 2026Growth
AI Content Engine: $1.40/article, 4 rules, no penalty
Running a daily AI content engine: the real per-article cost, the keyword spine, and the four rules that keep it clear of Google's Scaled Content Abuse.May 17, 2026Growth
Falcon-H1 Arabic vs Intercom Fin: AED 11,500/mo rebuild
Running a sovereign UAE Arabic model as a retailer's bilingual support layer vs Intercom Fin: cost, deflection, PDPL, and when the SaaS bot still wins.May 16, 2026Growth
Notion Custom Agents: $340/month shock — cap or rebuild?
The real burn math after Notion metered Custom Agents at $10 per 1,000 credits: a client OS's three-way decision and the accounting recaps skip.May 16, 2026GrowthNewsletter
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