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keywordpilot

▸ Field notes

Field notes from keyword country

Long-form, practical writing on the craft this product automates: how to research keywords, read intent, build clusters and judge difficulty. No AI slop, no 300-word "ultimate guides".

Sep 8, 2026 · 7 min read

Semrush free trial: it is 7 days, not the 14 or 30 the coupon sites promise

The first page of results promises 14 and 30 days. Semrush publishes seven, and takes a card, so day eight is a charge rather than an expiry.

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Sep 3, 2026 · 8 min read

Ahrefs Starter vs Ubersuggest Individual: two $29 SEO tools that are barely comparable

Two plans at an identical $29 that almost no roundup separates. One of them will not let a single row of data leave the tool.

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Sep 1, 2026 · 8 min read

Ahrefs Enterprise vs seoClarity pricing: the only two enterprise SEO platforms that publish a number

Four of the six major enterprise SEO platforms publish no price at all. The two that do are three times apart, and the difference is not features.

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Aug 23, 2026 · 7 min read

SE Ranking Agency Pack pricing vs Ahrefs seat costs: what client reporting really adds to the bill

One vendor charges for the people who use the tool. The other charges for the clients who read the reports. Those are different bills, and agencies keep comparing the wrong one.

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Aug 21, 2026 · 8 min read

SE Ranking free trial: 14 days with no credit card, against the Semrush free trial 7 days with one

One trial defaults to a charge, the other defaults to nothing. That difference decides more evaluations than any feature comparison does.

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Aug 20, 2026 · 8 min read

SE Ranking Keyword Tool vs Ahrefs Keywords Explorer: both cost $129, so what changes?

Two keyword modules at an identical $129 a month. One gives you twice the projects, the other gives you the bigger index. The trade is cleaner than it looks.

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Aug 19, 2026 · 8 min read

Moz Keyword Explorer vs Semrush Keyword Magic Tool: which keyword module is worth paying for?

One vendor counts your lookups per month, the other counts them per day and per hour. That single difference decides which of these you can actually work in.

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Aug 16, 2026 · 7 min read

How to use the Semrush Keyword Magic Tool (and what to do with the export)

One seed keyword in, ten thousand rows out, and no guidance on how many pages to write. The workflow that produces a usable plan, and the export limits per plan.

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Aug 14, 2026 · 7 min read

Keyword search volume accuracy: how close are these numbers to reality?

Every serious tool admits its search volume is an estimate, and Google publishes rounded buckets. The numbers still have one job they do well, and one they do badly.

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Aug 17, 2026 · 8 min read

Moz Pro vs Semrush: which one should you actually buy?

Moz looks 29% cheaper until you read the allowances. Semrush tracks 500 keywords daily to Moz's 300 monthly, and Moz Standard gives you 150 keyword lookups before it stops.

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Aug 12, 2026 · 8 min read

SE Ranking vs Semrush: which one should you actually buy?

The 2026 restructure deleted SE Ranking's $65 tier, so the price gap that used to settle this comparison is down to ten dollars. What decides it now is capacity against breadth.

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Aug 11, 2026 · 8 min read

Surfer SEO vs Ahrefs: which one do you actually need?

Most comparisons treat these as rivals and pick a winner. They do different jobs at different stages, which is why the honest answer for a lot of teams is neither, or both.

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Sep 2, 2026 · 8 min read

SE Ranking vs Moz Pro: pricing, limits and AI tracking compared

One tracks 300 keywords a month, the other 2,000 a day, for 30 percent more money. Plus the Moz plan that is not on the pricing grid, and the AI model neither of them tracks.

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Aug 31, 2026 · 8 min read

Ubersuggest vs SE Ranking pricing: which one a small business should buy

One costs $29 and one costs $129, and the cost-per-keyword table picks the wrong winner for a business with a single website. Where the crossover actually sits.

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Aug 29, 2026 · 8 min read

Best SEO software for small agencies: under 10 clients, one bill

SE Ranking Core and Ahrefs Lite cost an identical $129. One gives twice the projects and twenty times the AI prompts, the other sells you a second seat. Which wins depends on headcount, not features.

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Aug 24, 2026 · 7 min read

AI SEO tracker options compared: AI visibility tracking tools for agencies

Two tools charge exactly $129 a month and one of them tracks twenty times more prompts than the other. Per-domain pricing is the trap, and Claude is the hole nobody mentions.

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Aug 9, 2026 · 7 min read

Which Ahrefs module do you need, Content Explorer or Keywords Explorer?

They sound like the same tool with a word swapped. One works on search terms, the other on published pages, and only one of them is included in the plan most people buy.

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Aug 4, 2026 · 8 min read

Ubersuggest lifetime deal: is it worth it?

Ten months to break even is the shortest payback in the category. The arithmetic is the easy part; what it leaves out is whether you are buying a tool or a bet on the vendor.

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Aug 3, 2026 · 8 min read

Semrush Pro vs Guru: which plan do you actually need?

The $110 gap comes down to three things: the 10,000 row export ceiling, whether you need historical data, and how many people need to log in. Two of those you can answer today.

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Jul 25, 2026 · 8 min read

Topical authority vs domain authority

One is a third-party link score you mostly wait for. The other is coverage you can finish on purpose. What each actually measures, what Google has really published about topic authority, and which one decides your rankings.

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Jul 25, 2026 · 8 min read

Is programmatic SEO dead?

Programmatic SEO did not die, the free ride on template variety did. Here is what Google's spam policies actually say, what the March 2026 core update changed, and the test that separates a page set that ranks from one that gets buried.

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Jul 25, 2026 · 9 min read

How to do answer engine optimization

A working AEO checklist: find the real questions, cluster them into pages, answer first in 40 to 60 words, make the facts extractable, and earn corroboration off your own site.

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Jul 24, 2026 · 8 min read

How to do keyword research for Google Ads

The full workflow: buyer-intent seeds, expansion, intent scoring, tight ad groups, negative keywords and match types, so your Google Ads budget lands on people ready to buy.

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Jul 31, 2026 · 7 min read

Ahrefs Lite vs Standard: which plan do you actually need?

The $120 gap comes down to three things: the 1,000 credit ceiling, the seat cliff at three people, and whether Content Explorer is a working tool for you or a curiosity.

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Jul 24, 2026 · 9 min read

Ahrefs pricing 2026: Ahrefs cost, Ahrefs plans and the price per seat

Every 2026 tier with its published limits, the per-seat fees, how the credit overages work, and who is quietly overpaying.

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Jul 24, 2026 · 9 min read

How much does Semrush cost?

The three plan prices, the annual discount, the seat and add-on fees that double a bill, and an honest read on who is getting their money back.

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Jul 24, 2026 · 8 min read

Is Ahrefs worth the money, and is Ahrefs worth it for the way you actually work?

Who Ahrefs pays off for, who is quietly overpaying, what $129 a month actually buys, and the cheaper ways to get the one part most people came for.

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Jul 23, 2026 · 9 min read

How many blog posts do you need to rank on Google?

The honest post-count bands, why a tight cluster of 15 beats a scattered 200, the publishing cadence that works, and the point where more posts stop helping.

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Jul 23, 2026 · 10 min read

How long does it take to rank on Google?

The honest ranges by keyword type, the week-by-week shape of a page that is working, and the signal that tells you a page has finished improving on its own.

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Jul 23, 2026 · 9 min read

What is a good search volume for a keyword?

Volume is not a measure of value. The working thresholds, the three cases where the number should be ignored entirely, and a free test for commercial intent.

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Jul 23, 2026 · 10 min read

Can ChatGPT do keyword research?

It is excellent at three of the six steps and quietly unreliable at one of them. Where the line sits, and how to use a model without planning a quarter around invented numbers.

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Jul 23, 2026 · 11 min read

How to find the keywords your competitors rank for

Most competitor research studies the wrong three sites and produces an export nobody acts on. The version that ends in a publishing queue instead of a spreadsheet.

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Jul 23, 2026 · 10 min read

A keyword research template and what each column is for

Most keyword spreadsheets track volume and difficulty and stop, which is why they never turn into published pages. The four columns that change that.

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Jul 22, 2026 · 10 min read

How to use Google Search Console for keyword research

It is the only keyword tool that reports what actually happened instead of estimating. How to pull striking-distance queries, read the four opportunity patterns, and act on them.

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Jul 22, 2026 · 11 min read

How to do keyword research for clients

Brief first, tools second. The workflow that keeps client research fast enough to be profitable and defensible enough to survive the meeting where it gets challenged.

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Jul 19, 2026 · 10 min read

How to use Google Keyword Planner, step by step

Planner is free, first-party and built for advertisers, which explains every one of its quirks. How to access it, read the data without being misled, and where it stops.

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Jul 19, 2026 · 9 min read

What is a good keyword difficulty score?

There is no universal good score. What counts as winnable depends on your authority, the live SERP, and the intent behind the term. The ranges, and how to read them.

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Jul 19, 2026 · 10 min read

How to find low competition keywords for SEO

Low competition is where a small site actually wins. Where those keywords hide, how to judge difficulty without lying to yourself, and which ones carry a buyer.

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Jul 19, 2026 · 11 min read

Keyword research for affiliate sites: a buyer-first guide

Affiliate sites live and die on buying-intent keywords, not traffic. How to find the review and comparison terms that pay, and skip the ones that never convert.

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Jul 17, 2026 · 8 min read

Long tail vs short tail keywords: which should you target first?

The head term gets the volume, the long tail gets the sales, and almost every site targets them in the wrong order. The rule that decides it.

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Jul 17, 2026 · 9 min read

Keyword mapping: how to map keywords to pages without competing with yourself

The one-spreadsheet habit that prevents cannibalization, kills duplicate work, and turns keyword research into a site structure. How to build the map.

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Jul 15, 2026 · 9 min read

Keyword gap analysis: how to find the keywords your competitors rank for and you do not

Your competitors already paid for the experiment and published the results. How to read them, and which keywords in the gap are actually worth taking.

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Jul 15, 2026 · 8 min read

How many keywords per page should you target for SEO?

One primary plus three to fifteen variants, and the number is not the point. The intent test that actually decides what belongs on a page.

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Jul 14, 2026 · 10 min read

Keyword cannibalization: how to find and fix it

Two of your pages are fighting over the same query and both are losing. How to spot it in Search Console, and the four fixes worth running.

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Jul 14, 2026 · 9 min read

SEO content brief: what to include, plus a template you can copy

The document that decides whether a draft ranks or gets rewritten twice. What belongs in a brief, what does not, and a template to steal.

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Jul 11, 2026 · 10 min read

How to find long tail keywords for SEO

Where long-tail keywords hide, how to tell the buyer-ready ones from filler, and how to turn a long messy list into topic clusters and a publishing order.

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Jul 6, 2026 · 11 min read

How to do keyword research for SEO: a practical guide

The full route from a blank page to a publishable content plan: seeds, expansion, intent, difficulty, clusters and prioritization.

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Jul 2, 2026 · 8 min read

Keyword search intent: the four types and how to read them

Intent decides whether a keyword deserves a guide, a comparison or a product page. Learn to read it before you write a word.

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Jun 27, 2026 · 9 min read

How to build topic clusters that actually rank

One article per cluster, one cluster per intent, everything linked to a pillar. The structure that stops you competing with yourself.

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Jun 22, 2026 · 8 min read

Keyword difficulty explained: what KD really measures

Every tool prints a KD number and every tool computes it differently. What the score really tells you, and what it quietly leaves out.

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Aug 15, 2026 · 9 min read

Can AI do SEO for my website?

AI can do the mechanical two thirds of SEO and none of the third that decides whether it pays off. A task-by-task line between the two.

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Jun 17, 2026 · 10 min read

AI tools for SEO: what they do well and where they bluff

AI is genuinely good at the synthesis work of SEO and genuinely bad at pretending to know live numbers. A field guide to the difference.

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