Where is Claude Code demand growing, and which searches are still unclaimed?

1,812,840 searches a month, and not one measured cluster is falling. The fastest-growing part of it — "codex vs claude code", "cursor vs claude code" — is also the easiest to rank for, at a difficulty of 10 against 100 for the product name itself.

claude code · the United States · measured · published

Measured from

Google search demandmonthly search volume, cost-per-click, difficulty and 12 months of history

Google organic resultswhich domains rank across the measured terms, and where; a domain's own ranking footprint; domains competing across the same keyword set

Google Ads Transparency Centerwho is buying ads against these terms; the ads themselves, with the dates they ran

Terms measured

206

Searches a month

1,812,840

Click value a month

$13,943,387

What this attention costs to buy, not revenue anybody earned.

Cost to reproduce

140¢

7 calls, listed at the foot of this page.

The finding

Claude Code is the shape a product takes when its category word is deflating and it is absorbing the demand. Every cluster measured here is rising: the name itself is up 127%, installation up 106%, subscription questions up 1074%. The contested ground is the comparison — "codex vs claude code" and "cursor vs claude code" and their variants grew 219% and carry $692,308 of monthly click value at a difficulty of 10, against 100 for the product name. That is the cheapest position on this map and the one nobody official is writing, because a vendor does not publish the page that names its rivals. Reddit does, and it ranks on 72% of these terms.

Total monthly demand for claude code

1,357,020searches in Jul 2026

trailing quarter against the opening one +136%

956,0001,912,0002,868,000Aug 2025: 944,460 searchesMar 2026: 3,540,230 searchesJul 2026: 1,357,020 searches
Aug 2025 · 944,460peak 3,540,230 in Mar 2026 · low 660,010Jul 2026 · 1,357,020
Monthly searches, summed across every cluster carrying history — 100% of the measured volume. The vertical axis starts at zero, so the shape is the change.

What do the numbers show?

  • Every cluster measured here is rising: the name "claude code" is up 127%, installation up 106%, pricing up 90%, skills up 315% and subscription questions up 1074%. Nothing measured is falling.
  • The comparison searches are growing faster than the product itself and are the cheapest thing here to rank for: "codex vs claude code" and its cluster grew 219% and carry $692,308 of monthly click value at a difficulty of 10, against 100 for the product name.
  • Reddit is the top-ranking domain on 72% of the largest Claude Code terms, at a median position of 3, earning an estimated $97,617 a month of equivalent paid traffic from them.
  • claude.com ranks for 12,515 keywords with 3,309 of them at position one, worth an estimated $1,358,671 a month in equivalent paid traffic.
  • One domain was found advertising against Claude Code searches — claudecodeads.com — and it is not a competing tool: it sells ad placements inside Claude Code's own output.
  • Demand here is overwhelmingly people asking rather than people navigating: 85% of the measured volume carries informational or commercial intent, across 206 terms and 1,812,840 searches a month.

Where is the demand, and which way is it moving?

206 terms carry 1,812,840 searches a month in the United States. Each group below is a set of phrases sharing a modifier — the word that says what the searcher actually wanted — and each is placed by how its own demand has moved against what that demand costs to buy.

Where the demand is moving, and what it costs
$100k$1.0M-50%-15%0%+15%+100%+300%← demand fallingdemand rising →monthly click valuechange across the measured window"claude code" and "claude-code": +127%, 1,100,880 searches a month, $8.3M of click value — land grab"install claude code": +106%, 66,760 searches a month, $392k of click value — land grab"claude code price" and "pricing": +90%, 56,800 searches a month, $355k of click value — land grab"codex vs claude code", "cursor vs claude code": +219%, 53,580 searches a month, $692k of click value — land grab"claude code skills": +315%, 24,200 searches a month, $200k of click value — land grab"claude code agents": +76%, 22,460 searches a month, $170k of click value — land grab"claude code subscription": +1074%, 21,700 searches a month, $148k of click value — rising fringe"how to use claude code": +164%, 16,000 searches a month, $115k of click value — rising fringe"claude code" and "claude-code"+127%"install claude code"+106%"claude code price" and "pricing"+90%"codex vs claude code", "cursor vs claude code"+219%"claude code skills"+315%"claude code agents"+76%"claude code subscription"+1074%"how to use claude code"+164%
Rising (≥ +15%)Flat, or not ratedFalling (≤ −15%)Bubble area is monthly searches.
Shaded bands are the thresholds the engine bands on: falling at or below −15%, rising at or above +15%, flat between them. The vertical axis is logarithmic; the horizontal one is square-root scaled either side of zero, so one cluster at several hundred percent cannot flatten the rest into a stripe — the ticks carry the true values.
Share of the demand, and which way it moved
  • "claude code" and "claude-code"land grab
    1,100,880+127%
  • "install claude code"land grab
    66,760+106%
  • "claude code price" and "pricing"land grab
    56,800+90%
  • "codex vs claude code", "cursor vs claude code"land grab
    53,580+219%
  • "claude code skills"land grab
    24,200+315%
  • "claude code agents"land grab
    22,460+76%
  • "claude code subscription"rising fringe
    21,700+1074%
  • "how to use claude code"rising fringe
    16,000+164%
  • "everything claude code" — the community reposunproven spike
    15,600
Rising (≥ +15%)Flat, or not ratedFalling (≤ −15%)Bar length is monthly searches; the line is that cluster's own 12 months.

How to read a position

land grab
Demand is rising and advertisers are paying for it. Open now, and not for long.
rising fringe
Rising, and nobody is paying for it yet. Cheap to own, unproven as revenue.
unproven spike
Volume arrived from nothing inside the window, so there is no rate of change to report.
Search demand clusters for claude code, measured 2026-09-03
ClusterSearches/moClick value/moChangeDifficultyPosition
"claude code" and "claude-code"claude code1,100,880$8,280,870+127%100land grab
"install claude code"install66,760$391,686+106%22land grab
"claude code price" and "pricing"price56,800$354,714+90%34land grab
"codex vs claude code", "cursor vs claude code"vs53,580$692,308+219%10land grab
"claude code skills"skill24,200$199,892+315%46land grab
"claude code agents"agent22,460$170,483+76%31land grab
"claude code subscription"subscription21,700$148,337+1074%34rising fringe
"how to use claude code"how16,000$114,901+164%27rising fringe
"everything claude code" — the community reposeverything15,600$189,600not rated (new)24unproven spike

The twenty largest phrases, and which way each one moved

Cluster averages say which kind of question is growing. These are the phrases themselves, each with its own direction, so a page written against this category can be aimed at a term rather than at a theme.

The twenty largest search terms measured for claude code
Search termSearches/moCPCDifficultyChangeCluster
claude-code550,000$7.52100+126%"claude code" and "claude-code"
claude code550,000$7.52100+126%"claude code" and "claude-code"
install claude code27,100$4.5325+60%"install claude code"
claude code price27,100$6.2537+83%"claude code price" and "pricing"
claude code pricing27,100$6.2530+83%"claude code price" and "pricing"
claude code install22,200$6.6625+124%"install claude code"
claude code subscription18,100$7.0134+1572%1,30021,733/mo"claude code subscription"
codex vs claude code14,800$21.8022+411%"codex vs claude code", "cursor vs claude code"
claude code skill12,100$8.2661+315%"claude code skills"
claude code skills12,100$8.2630+315%"claude code skills"
cursor vs claude code8,100$10.602+142%"codex vs claude code", "cursor vs claude code"
how to use claude code8,100$6.8726+126%"how to use claude code"
claude code vs cursor6,600$5.820-45%"codex vs claude code", "cursor vs claude code"
claude code vs codex5,400$25.286+323%"codex vs claude code", "cursor vs claude code"
claude code agents5,400$8.4945-17%"claude code agents"
claude code agent5,400$8.4965-17%"claude code agents"
everything-claude code5,400$12.2440new term"everything claude code" — the community repos
everything claude code5,400$12.2417new term"everything claude code" — the community repos
how to install claude code4,400$7.3517+86%"install claude code"
claude code pro subscription3,600$5.9635+463%"claude code subscription"

A change above a few hundred percent is printed with the two windows behind it, because "a hundred searches became three thousand" and "+2,922%" are the same fact and only one of them can be mistaken for a category doubling.

Change is measured 12-month swing, trailing quarter against the opening quarter, on each cluster's own summed monthly series rather than as an average of its terms — one term going from a handful of searches to a few hundred would otherwise drag a flat cluster into "surging". A cluster marked not rated had too little history, or history covering too little of its volume, to place; that is reported rather than shown as flat.

land grab

+127%

"claude code" and "claude-code": what are these 3 terms telling you?

The two spellings of the name, "claude code" and "claude-code", draw 550,000 searches a month each and the pair is up 127%. It is also the hardest thing on this map to rank for, at a difficulty of 100. Nobody is taking this position from the vendor; the interesting question is what happens beside it.

Largest terms in the "claude code" and "claude-code" cluster
TermSearches/moCPCDifficultyIntent
claude-code550,000$7.52100informational
claude code550,000$7.52100informational
code with claude880$10.0849informational

land grab

+106%

"install claude code": what are these 13 terms telling you?

66,760 searches a month on getting it running, up 106%, at a difficulty of 22. "install claude code" alone is 27,100. Installation demand at this size, this late, means the user base is still expanding rather than settling — people do not search for how to install something they already have.

Largest terms in the "install claude code" cluster
TermSearches/moCPCDifficultyIntent
install claude code27,100$4.5325informational
claude code install22,200$6.6625informational
how to install claude code4,400$7.3517informational
claude code cli install1,900$6.2216transactional
install claude code cli1,600$7.3810transactional
npm install anthropic-ai/claude code1,600$8.206transactional
npm install anthropic ai claude code1,600$8.206transactional
install claude code mac1,300$5.0720transactional

land grab

+90%

"claude code price" and "pricing": what are these 4 terms telling you?

"claude code price" and "claude code pricing" draw 27,100 searches a month each and the pair is up 90%. Pricing demand rising in step with the product name is a buying signal rather than a churn signal; it is what a market looks like when new people are deciding, not when existing users are leaving.

Largest terms in the "claude code price" and "pricing" cluster
TermSearches/moCPCDifficultyIntent
claude code price27,100$6.2537commercial
claude code pricing27,100$6.2530commercial
claude code pro price1,300$6.1441commercial
claude code pro pricing1,300$6.1434commercial

land grab

+219%

"codex vs claude code", "cursor vs claude code": what are these 17 terms telling you?

The cluster that matters. "codex vs claude code" draws 14,800 searches a month, "cursor vs claude code" 8,100, and the group grew 219% — faster than the product name itself. It carries $692,308 of monthly click value at a difficulty of 10, which makes it the cheapest valuable position in this measurement. It is cheap because vendors do not write comparison pages naming their rivals, so the demand is answered by whoever will.

Largest terms in the "codex vs claude code", "cursor vs claude code" cluster
TermSearches/moCPCDifficultyIntent
codex vs claude code14,800$21.8022informational
cursor vs claude code8,100$10.602informational
claude code vs cursor6,600$5.820informational
claude code vs codex5,400$25.286informational
opencode vs claude code2,900$8.015commercial
claude cowork vs claude code1,900$6.807commercial
claude code extension for vs code1,600$6.8321transactional
claude vs claude code1,600$7.993informational

land grab

+315%

"claude code skills": what are these 2 terms telling you?

"claude code skill" and "claude code skills" are 12,100 searches a month each and up 315% — the fastest-growing feature term measured here. A capability that did not exist as a search a year ago now draws as much demand as the pricing page.

Largest terms in the "claude code skills" cluster
TermSearches/moCPCDifficultyIntent
claude code skill12,100$8.2661navigational
claude code skills12,100$8.2630informational

land grab

+76%

"claude code agents": what are these 8 terms telling you?

"claude code agents", "claude code agent" and the team variants draw 22,460 searches a month, up 76%. Agent demand growing more slowly than skills or subscriptions is worth noticing — the composable parts of this product are being searched harder than the autonomous ones.

Largest terms in the "claude code agents" cluster
TermSearches/moCPCDifficultyIntent
claude code agents5,400$8.4945informational
claude code agent5,400$8.4965informational
claude code agents teams2,900$6.754commercial
claude code agents team2,900$6.7518transactional
claude code agent teams2,900$6.754commercial
claude code agent team2,900$6.7512transactional
claude code-guide agent50$7.7328navigational
claude code pr agent10$10.49not reportednavigational

rising fringe

+1074%

"claude code subscription": what are these 2 terms telling you?

Up 1074%, the largest percentage on this map, off a base small enough that the two windows are printed beside it. What it says is simpler than the number: the questions moved from what the product does to what it costs to keep.

Largest terms in the "claude code subscription" cluster
TermSearches/moCPCDifficultyIntent
claude code subscription18,100$7.0134transactional
claude code pro subscription3,600$5.9635transactional

rising fringe

+164%

"how to use claude code": what are these 5 terms telling you?

"how to use claude code" at 8,100 a month leads a cluster up 164%. Instructional demand rising alongside installation is the same signal read twice: this is a product acquiring users, not retaining them.

Largest terms in the "how to use claude code" cluster
TermSearches/moCPCDifficultyIntent
how to use claude code8,100$6.8726informational
how to update claude code2,900$7.9626informational
how much is claude code2,400$6.6133commercial
how to setup claude code1,300$7.8129informational
how to set up claude code1,300$7.8126informational

unproven spike

not rated (new)

"everything claude code" — the community repos: what are these 5 terms telling you?

Five terms around "everything claude code" and its GitHub variants, arriving from nothing inside the window. People are searching for a community catalogue of what the product can do, which is a gap in the documentation stated as a search query.

Largest terms in the "everything claude code" — the community repos cluster
TermSearches/moCPCDifficultyIntent
everything-claude code5,400$12.2440informational
everything claude code5,400$12.2417informational
everything claude code github1,600$11.96not reportednavigational
everything-claude-code github1,600$11.9610navigational
everything-claude code github1,600$11.9610navigational

Who is capturing this demand today?

Across the 100 largest terms, this demand is owned. Coverage is the share of those terms a domain ranks for at all; median position is where it sits when it does.

Share of the 100 largest terms each domain ranks for
  • www.reddit.commedian position 3
    72%
  • www.youtube.commedian position 10
    68%
  • github.commedian position 5
    53%
  • news.ycombinator.commedian position 13
    41%
  • www.claudelog.commedian position 27
    40%
  • claude.aimedian position 3
    39%
  • medium.commedian position 12
    37%
  • code.claude.commedian position 1
    33%
Coverage counts a domain that ranks anywhere on a term. Median position says where it sits when it does — a domain on most terms at position 30 is present, not winning.
Domains ranking across the largest terms for claude code
DomainRanks onMedian positionEst. traffic value/mo
www.reddit.com72% of terms3$97,617
www.youtube.com68% of terms10$16,296
github.com53% of terms5$97,316
news.ycombinator.com41% of terms13$5,906
www.claudelog.com40% of terms27$966
claude.ai39% of terms3$204,571
medium.com37% of terms12$5,018
code.claude.com33% of terms1$65,247

What are the advertisers actually saying?

The ads below ran against this subject on the dates shown. Each image is the creative as it was served, captured from the public ad transparency record and stored here so the picture and the claim beside it stay the same age; the link goes to the record it came from.

Source: Google Ads Transparency Center, captured . Ad transparency shows ads that were served; it does not report spend, and an advertiser absent from it is not proven absent from the auction.

How much search does claude.com actually hold?

The domain ranks for 12,515 keywords, 3,309 of them at position one, worth an estimated $1,358,671 a month in equivalent paid traffic. The churn figures are the more interesting half: 7,709 of those rankings are new and 46,856 were lost, which is the footprint of a domain that has recently moved rather than one losing ground — Anthropic's product pages migrated, and the old addresses left the index while the new ones entered it.

How much search does claude.com actually hold?
MeasureValue
Keywords ranking12,515
At position one3,309
Est. traffic value a month$1,358,671
New rankings7,709
Lost rankings46,856

Who else ranks for the words claude.com ranks for?

Across the whole keyword set, the domains sharing the most ground with claude.com are not rival products — they are platforms. YouTube shares 11,849 keywords, Reddit 11,490, Medium 8,980, GitHub 7,075. The competitive picture for a developer tool at this stage is not other vendors' marketing pages; it is the places developers write things down, which is the same finding the ranking data gives from the other direction.

Who else ranks for the words claude.com ranks for?
DomainShared keywords
youtube.com11,849
reddit.com11,490
medium.com8,980
github.com7,075
linkedin.com5,779

Is Claude Code search demand still growing?

Yes, on every axis measured. The product name is up 127% across the window, installation searches up 106%, pricing up 90%, skills up 315%. Not one of the clusters measured here is falling, which is unusual — most subjects have at least one part of their demand draining away.

Which Claude Code keywords are worth writing for?

The comparisons. "codex vs claude code" draws 14,800 searches a month and "cursor vs claude code" 8,100, the cluster grew 219%, and it sits at a difficulty of 10 against 100 for the product name. Vendors do not write pages naming their rivals, so that demand is answered by whoever will.

Who ranks for Claude Code searches?

Reddit, on 72% of the largest terms at a median position of 3. Across claude.com's whole keyword set the domains sharing the most ground are YouTube at 11,849 shared keywords, Reddit at 11,490 and Medium at 8,980 — platforms where developers write things down, not competing vendors' marketing.

Is anyone advertising against Claude Code?

One domain, claudecodeads.com, and it does not sell a competing tool. Its ads offer to place advertising inside Claude Code's own output — "turn Claude Code's thinking line into income". On a product drawing 1,812,840 searches a month, no rival tool was found bidding at all.

How was this measured?

Seven calls to a public data API, listed at the bottom of this page with their arguments. Search volumes, cost-per-click, difficulty and monthly history come from Google search demand; the ranking and competitor picture from Google organic results; the advertising picture and the ad images from the Google Ads Transparency Center. Anyone can run the same calls and get the same shape.

What does this case study not show?

  • This measures search demand in the United States, in English. Claude Code has a global user base and this run does not describe it.
  • Search demand is not usage. A product can grow in searches because people are adopting it or because they are stuck, and installation and how-to demand rising together is consistent with both.
  • The lost-rankings figure for claude.com is consistent with a domain migration rather than a decline, but this run measured one domain at one moment and cannot separate the two on its own.
  • Cluster names are this engine's description of a group of phrases, not a taxonomy anybody else uses. The grouping is reproducible from the terms listed under each one.
  • Ad transparency reports ads that were served, not spend. An advertiser absent from it is not proven absent from the auction.
  • The Searches/mo column is the source's reported monthly figure, a rolling average, while momentum compares three-month means from the same series. For a term that moved sharply inside the window the two differ, which is why both are printed.
  • Click value is monthly searches multiplied by published cost-per-click. It prices the attention, and is not revenue anybody earned.
  • 1% of the measured volume carried no published cost-per-click and is excluded from every value figure, rather than counted as zero.

How do you reproduce every figure above?

Every number and every mark on this page came from one of the 7 calls below, and together they cost 140¢. Run them with your own token and you get this case study's raw inputs, measured today rather than on the date at the top of this page. That is the whole product: this page is one worked example of it.

#  — 20c
curl 'https://wutheringai.com/v1/keyword_suggestions?keyword=claude%20code&language_code=en&limit=200&location_code=2840&token=YOUR_TOKEN'

#  — 20c
curl 'https://wutheringai.com/v1/keyword_ideas?keywords=claude%20code&language_code=en&limit=200&location_code=2840&token=YOUR_TOKEN'

#  — 20c
curl 'https://wutheringai.com/v1/domain_serp_rivals?keywords=claude-code%2Cclaude%20code%2Cclaude%20code%20pricing%2Cinstalling%20claude%20code%2Cinstall%20claude%20code%2Cclaude%20code%20price%2Cclaude%20code%20installation%2Cclaude%20code%20install%2Cclaude%20code%20subscription%2Ccodex%20vs%20claude%20code%2Cclaude%20code%20skill%2Cclaude%20code%20cli%2Cclaude%20code%20skills%2Cclaude%20code%20download%2Cwhat%20is%20claude%20code%2Ccursor%20vs%20claude%20code%2Cclaude%20code%20docs%2Cclaude%20code%20github%2Cclaude%20code%20desktop%2Chow%20to%20use%20claude%20code%2Cclaude%20code%20git%2Cclaude%20code%20vs%20cursor%2Cclaude%20code%20pro%20plan%2Cis%20claude%20code%20free%2Cclaude%20code%20vs%20codex%2Cclaude%20code%20status%2Canthropic%20claude%20code%2Cclaude%20code%20plugin%2Ceverything-claude%20code%2Cclaude%20code%20leaked%20source%2Cclaude%20code%20agents%2Ceverything%20claude%20code%2Cclaude%20code%20ai%2Cclaude%20code%20leak%2Cclaude%20code%20plugins%2Cclaude%20code%20agent%2Cdownload%20claude%20code%2Chow%20to%20install%20claude%20code%2Cclaude%20code%20costs%2Cclaude%20code%20anthropic%2Cclaude%20code%20usage%2Cclaude%20code%20changelog%2Cclaude%20code%20web%2Cclaude%20code%20plan%2Cclaude%20code%20user%2Cclaude%20code%20plans%2Cclaude%20code%20cost%2Cclaude%20code%20router%2Cclaude%20code%20updates%2Cclaude%20code%20source%20code%2Cclaude%20code%20hooks%2Cclaude%20code%20remote%20control%2Cclaude%20code%20logo%2Cupdate%20claude%20code%2Cclaude%20code%20desktop%20app%2Cclaude%20code%20sdk%2Cclaude%20code%20update%2Cclaude%20code%20down%2Cclaude%20code%20pro%20subscription%2Cclaude%20code%20plan%20mode%2Cclaude%20code%20application%2Cclaude%20code%20mcp%2Cclaude%20code%20security%2Cclaude%20code%20agents%20teams%2Cclaude%20code%20version%2Copencode%20vs%20claude%20code%2Cclaude%20code%20app%2Cclaude%20code%20tutorials%2Cclaude%20code%20agents%20team%2Cclaude%20code%20subagents%2Cclaude%20code%20reddit%2Cclaude%20code%20free%2Cclaude%20code%20agent%20teams%2Cclaude%20code%20planning%20mode%2Cclaude%20code%20reviews%2Cclaude%20code%20review%2Cclaude%20code%20tutorial%2Cclaude%20code%20documentation%2Cclaude%20code%20versions%2Cclaude%20code%20subagent%2Cclaude%20code%20agent%20team%2Cclaude%20code%20login%2Cis%20claude%20code%20down%2Chow%20to%20update%20claude%20code%2Cclaude%20code%20api%2Cclaude%20code%20best%20practices%2Cclaude%20code%20window%2Cclaude%20code%20terminal%2Cclaude%20code%20best%20practice%2Cclaude%20code%20ide%2Cclaude%20code%20commands%2Creddit%20claude%20code%2Cclaude%20code%20release%20notes%2Chow%20much%20is%20claude%20code%2Cclaude%20code%20auto%20mode%2Cclaude%20ai%20code%2Cclaude%20code%20command%2Cclaude%20code%20windows%2Cclaude%20code%20pro%2Cclaude%20code%20statusline&language_code=en&limit=50&location_code=2840&token=YOUR_TOKEN'

#  — 20c
curl 'https://wutheringai.com/v1/domain_overview?language_code=en&location_code=2840&target=claude.com&token=YOUR_TOKEN'

#  — 20c
curl 'https://wutheringai.com/v1/domain_competitors?language_code=en&limit=20&location_code=2840&target=claude.com&token=YOUR_TOKEN'

#  — 20c
curl 'https://wutheringai.com/v1/ads_advertisers?keyword=claude%20code&limit=30&location_code=2840&token=YOUR_TOKEN'

#  — 20c
curl 'https://wutheringai.com/v1/ads_creatives?language_code=en&limit=20&location_code=2840&target=claudecodeads.com&token=YOUR_TOKEN'