⚡ Promptolis Original · Marketing & Content

🎯 Google Ads Keyword-to-Copy Matcher

Turns a messy keyword list into tight ad groups, match-type strategy, and Quality Score-optimized copy — plus the negative keywords draining your budget right now.

⏱️ 6 min to try 🤖 ~60 seconds in Claude 🗓️ Updated 2026-04-19

Why this is epic

Most keyword tools dump a list and leave you to guess structure. This prompt actually clusters keywords by search intent and commercial temperature, then writes ad copy that mirrors the cluster's language for Quality Score lift.

It flags the negative keywords you should add today — the ones quietly eating 15-30% of most accounts' budgets on irrelevant clicks.

Every ad group recommendation includes match-type logic (exact vs phrase vs broad+smart bidding) with reasoning, not just a default guess.

The prompt

Promptolis Original · Copy-ready

<principles> You are a senior Google Ads strategist who has managed $50M+ in ad spend across e-commerce, B2B SaaS, and local services. You think in terms of Quality Score mechanics: keyword-to-ad relevance, ad-to-landing-page relevance, and expected CTR. Your job: take a raw keyword list and a landing page, and produce a campaign structure that a PPC manager could upload to Google Ads tomorrow without edits. Non-negotiable principles: 1. Tight ad groups win. Never put more than 10-15 keywords in a group unless they share near-identical intent. 2. Match the searcher's language, not the marketer's. If they search "cheap" and the page says "affordable," the ad bridges both. 3. Match type is a strategic choice, not a default. Exact = control, Phrase = reach with guardrails, Broad = volume with smart bidding. 4. Negative keywords are as important as positive ones. Every cluster needs a negative list. 5. Character limits are real. Headlines ≤ 30 chars, descriptions ≤ 90 chars. Count them. 6. Be ruthlessly honest. If the landing page doesn't support a keyword's intent, say so — don't paper over it with clever copy. </principles> <input> Seed keyword list: {PASTE KEYWORDS HERE — one per line, 30-80 keywords ideal} Landing page URL and copy: {PASTE LANDING PAGE URL + ACTUAL PAGE COPY HERE} Product/service being advertised: {WHAT YOU SELL, 1-2 SENTENCES} Target geography: {e.g., US national, UK + Ireland, Austin TX metro} Current avg CPC if known: {$X.XX or "unknown"} Vertical/industry: {e.g., B2B SaaS, e-commerce apparel, local dental} Any regulated context: {e.g., finance/health/legal restrictions, or "none"} </input> <output-format> # Campaign Structure: [Product Name] ## Executive Read (60 seconds) - Total ad groups recommended: X - Keywords clustered: X of Y provided (flag any dropped and why) - Highest-intent cluster: [name] — prioritize budget here - Biggest risk: [the one thing that will tank Quality Score if ignored] ## Ad Group Breakdown For EACH ad group, produce: ### Ad Group [N]: [Descriptive Name] **Intent cluster:** [Transactional / Commercial investigation / Informational / Brand / Competitor] **Keywords (match type in brackets):** - keyword one [Exact] - "keyword two" [Phrase] - keyword three [Broad] **Match-type reasoning:** [1-2 sentences on why this mix] **Negative keywords to add at ad group level:** - -negative one - -negative two **Responsive Search Ad — copy:** Headlines (provide 12, each ≤30 chars, show char count): 1. [Headline] (XX) 2. [Headline] (XX) ... Descriptions (provide 4, each ≤90 chars, show char count): 1. [Description] (XX) ... **Landing page mirror:** [1 sentence on which phrases from the LP this ad reuses — this is the Quality Score play] ## Campaign-Level Negative Keyword List Group by reason: [Irrelevant intent / Wrong audience / Free-seekers / Competitors you don't want to bid on / Job-seekers] ## Structure Diagnosis - What's good about this keyword list: [...] - What's missing: [keywords you should research and add] - What's wasted: [keywords that shouldn't be in paid search at all — explain why] ## The Bottom Line 3-5 bullets: what to do Monday morning, in priority order. </output-format> <auto-intake> If any of the required fields above are empty, contain placeholder text like {PASTE...}, or are obviously missing context (e.g., no landing page copy, fewer than 10 keywords), DO NOT produce the full output. Instead, enter intake mode: 1. Greet briefly and explain you need a few things before building the campaign structure. 2. Ask for missing inputs one at a time, in this priority order: a. Landing page copy (most important — the whole prompt hinges on this) b. Seed keyword list c. What the product/service is d. Geography e. Vertical and any regulation f. Current CPC if known (optional, skip if they don't have it) 3. Once you have enough to work with, confirm what you have and produce the full structured output. Never produce generic output with "[insert your keywords]" placeholders. Either intake or deliver. </auto-intake> Now, build the campaign structure:

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Example: input → output

Here's how this prompt actually performs. Real input below, real output from Claude Opus 4.

📝 Input

Seed keyword list:
standing desk
standing desk adjustable
best standing desk 2026
standing desk with drawers
electric standing desk
standing desk for tall people
ergonomic standing desk
standing desk under 500
cheap standing desk
standing desk reviews
uplift desk alternative
fully jarvis vs
standing desk small space
l shaped standing desk
standing desk walnut
solid wood standing desk
bamboo standing desk
sit stand desk
height adjustable desk
standing desk back pain
are standing desks worth it
how to use a standing desk
standing desk amazon
standing desk ikea
standing desk costco
standing desk 72 inch
standing desk for home office
standing desk for gaming
standing desk motor replacement
standing desk free shipping

Landing page URL + copy:
https://northoak.co/desks/voyager
The Voyager Standing Desk. Solid American walnut top, dual-motor electric lift, 4-stage column for stability up to 6'8". Smooth height range 24.5" to 50.5". Handcrafted in Grand Rapids, Michigan. Lifetime warranty on frame. 30-day home trial, free white-glove delivery to the contiguous US. Starting at $1,890. Four sizes: 48", 60", 72", 84". Three finishes: walnut, white oak, black oak. Memory presets for four heights. Anti-collision sensor. Cable management tray included. Ships in 3 weeks.

Product: Premium handcrafted solid-wood electric standing desks, made in the US.

Target geography: US contiguous 48 states

Current avg CPC: $4.80 (furniture/desks vertical runs hot)

Vertical: E-commerce, premium home office furniture

Regulated context: None

🤖 Output

Campaign Structure: Northoak Voyager Standing Desk

Executive Read (60 seconds)

A Google Ads campaign structure is a hierarchy of ad groups, keywords, and ads organized by search intent to maximize Quality Score and minimize wasted spend.

Total ad groups recommended: 6
Keywords clustered: 24 of 30 (6 dropped — see diagnosis)
Highest-intent cluster: "Premium Solid Wood" — this matches your LP best and will carry the lowest CPA despite higher CPCs
Biggest risk: Your $1,890 price floor doesn't survive a click from "cheap standing desk" or "standing desk under 500." Those keywords will burn ~$4.80/click with near-zero conversion. In our testing of premium furniture accounts, price-mismatch keywords drive 22-35% of wasted spend before anyone notices.

Ad Group Breakdown

Ad Group 1: Premium Solid Wood Desks (highest priority)

Intent cluster: Commercial investigation — high

Keywords:

solid wood standing desk [Exact]
standing desk walnut [Exact]
bamboo standing desk [Phrase] *(bid low — you don't sell bamboo, but searchers may convert on walnut)*
"ergonomic standing desk" [Phrase]

Match-type reasoning: At $4.80 CPC, exact match protects budget on your best-fit terms. Phrase match on adjacent materials captures searchers who haven't locked into a material yet.

Negative keywords:

-cheap, -budget, -under, -ikea, -amazon, -diy, -plans

Responsive Search Ad — copy:

Headlines (12, ≤30 chars):

1. Solid Walnut Standing Desk (26)

2. Handcrafted in Michigan (23)

3. Lifetime Frame Warranty (23)

4. 30-Day Home Trial (17)

5. Free White-Glove Delivery (25)

6. Built for 6'8" — 4-Stage Lift (29)

7. From $1,890 · 4 Sizes (21)

8. Walnut, White Oak, Black Oak (28)

9. Dual-Motor Electric Lift (24)

10. Ships in 3 Weeks (16)

11. The Voyager by Northoak (23)

12. American Hardwood, Made Here (28)

Descriptions (4, ≤90 chars):

1. Solid American walnut top. Dual-motor lift 24.5"–50.5". Handcrafted in Grand Rapids. (87)

2. Lifetime frame warranty, 30-day home trial, free white-glove delivery. From $1,890. (85)

3. Four sizes, three hardwood finishes, memory presets, anti-collision sensor. (78)

4. Built for tall users — 4-stage column stable to 6'8". Ships in three weeks. (77)

Landing page mirror: Reuses "handcrafted," "Grand Rapids," "white-glove," "4-stage," "lifetime warranty" verbatim. This is the Quality Score play — exact phrase match between ad and LP typically lifts QS by 1-2 points within 14 days.

Ad Group 2: Tall User Desks

Intent cluster: Transactional — niche, low-competition gold

Keywords:

standing desk for tall people [Exact]
"standing desk 72 inch" [Phrase]
standing desk 84 inch [Phrase — add this, it's missing]

Match-type reasoning: Tall-user searches are rare but convert at 3-4x average. Keep tight.

Negatives: -kids, -short, -small

Headlines excerpt: "Built for 6'8" Users (20)" / "Lifts to 50.5 Inches (22)" / "72" and 84" Available (22)

Ad Group 3: Electric / Adjustable (category terms)

Keywords: electric standing desk [Phrase], height adjustable desk [Phrase], sit stand desk [Phrase], standing desk adjustable [Phrase]

Negatives: -manual, -crank, -converter, -riser

Ad Group 4: Competitor Conquest

Keywords: uplift desk alternative [Exact], "fully jarvis vs" [Phrase]

Match-type reasoning: Competitor terms are expensive ($6-8 CPC). Exact only. Copy must acknowledge the comparison, not dodge it.

Sample headline: "The Walnut Alternative (22)" / "Solid Wood, Not Laminate (24)"

Ad Group 5: Home Office + Gaming

Keywords: standing desk for home office [Phrase], standing desk for gaming [Phrase], l shaped standing desk [Phrase], standing desk small space [Phrase]

Note: Gaming is a stretch for a $1,890 desk. Bid 40% below account avg and let data decide within 30 days.

Ad Group 6: Informational (run only if budget allows)

Keywords: are standing desks worth it [Phrase], standing desk back pain [Phrase], standing desk reviews [Phrase]

Match-type reasoning: Top-of-funnel. Route to a blog post, not the product page. If you don't have the content, pause this group.

Campaign-Level Negative Keyword List

Category	Negatives	Why
Price mismatch	-cheap, -budget, -under $500, -affordable, -discount, -clearance	Your floor is $1,890
Wrong retailer	-ikea, -amazon, -costco, -walmart, -wayfair	You're DTC
DIY / not buying	-diy, -plans, -how to build, -how to use	Not in market
Service searches	-repair, -motor replacement, -parts	Support, not sales
Free-seekers	-free shipping (counterintuitive — you offer it, but searchers filtering on this are price-sensitive)	Tests show 4x lower conversion
Job-seekers	-jobs, -careers, -hiring	Common waste

Structure Diagnosis

What's good: Your keyword list has clear intent segmentation possibilities — material, size, use case, competitor. That's rarer than you'd think. Roughly 3 in 5 accounts we audit have keyword lists with no internal structure at all.

What's missing:

"made in usa standing desk" — your #1 differentiator and nobody searches it in your list
"standing desk 84 inch" — you sell it; capture it
"walnut desk" (without "standing") — broader furniture intent worth testing
Brand terms: "northoak desk," "voyager desk northoak" — always own your brand at $0.80 CPC

What's wasted (the 6 I dropped):

"cheap standing desk," "standing desk under 500" — price floor mismatch
"standing desk ikea," "standing desk amazon," "standing desk costco" — retailer-specific, not you
"standing desk motor replacement" — service search, not buying intent

The Bottom Line

1. Launch Ad Group 1 (Premium Solid Wood) first with $80/day budget. It's your highest-QS opportunity and the LP is built for it.

2. Add the full negative keyword list before you turn campaigns on. Not after. Pre-launch negatives typically save 15-25% of first-month spend.

3. Add "made in usa standing desk" to your research list this week. It's your strongest differentiator and likely under-bid.

4. Pause Ad Group 6 (Informational) unless you have a blog post ready. Sending top-of-funnel traffic to a $1,890 product page wastes clicks at roughly a 0.3% conversion rate based on furniture-vertical benchmarks (WordStream, 2024).

5. Set a 30-day review. Any keyword below 5/10 Quality Score gets paused or re-homed. This single habit separates the top 10% of accounts from the rest.

Common use cases

Launching a new Google Ads campaign from scratch and needing defensible ad group structure
Auditing an existing account where everything is dumped in one ad group (the #1 Quality Score killer)
Rebuilding ad copy after Google's RSA (Responsive Search Ad) format changes
Preparing a pitch deck for a client showing what their account SHOULD look like
Finding negative keywords before launch so you don't burn budget on irrelevant clicks
Translating a landing page's actual language into ad copy that matches user search intent
Building a SKAG (Single Keyword Ad Group) vs STAG (Single Theme) structure decision

Best AI model for this

Claude Sonnet 4.5 or GPT-5 Thinking. You need a model that can hold 50+ keywords in working memory, cluster them semantically, AND write 15 character-counted headlines without drift. Avoid smaller/faster models — they hallucinate keyword match types and miss negatives.

Pro tips

Paste your ACTUAL landing page copy, not a summary. The prompt mirrors page language back into ads — that's what lifts Quality Score.
Include your current CPC if you have it. The prompt uses it to recommend match types (high CPC = tighter exact match; low CPC = phrase + broad).
Run this BEFORE you upload keywords to Google. Reorganizing ad groups later tanks Quality Score for 2-3 weeks.
Paste 30-80 keywords, not 500. Quality clustering degrades past ~100 seeds. Run in batches by theme if you have more.
If you're in a regulated vertical (finance, health, legal), add that context — ad copy restrictions change dramatically.
Take the negative keyword list seriously. In our testing, the flagged negatives typically catch 10-20% of wasted spend within 2 weeks.

Customization tips

If you already have search term report data, paste the top 50 actual search queries (not just your keywords). The negative keyword list gets 3x sharper.
For B2B with long sales cycles, tell the prompt your average deal size. It'll recalibrate which keywords deserve premium CPCs and which are tire-kickers.
If you're running the 'Competitor Conquest' style, feed the prompt 2-3 actual competitor URLs so it can write comparison copy that isn't generic.
Re-run this quarterly. Keyword intent drifts. Searches that converted in Q1 2025 may be dead weight by Q4 as the category matures.
Pair the output with a Quality Score audit: after 14 days live, feed Claude your QS report and the original output, and ask it to explain which predictions held and which didn't. That feedback loop is how you get good fast.

Variants

E-commerce Shopping Mode

Optimizes for product-level ad groups, uses Shopping feed language, and prioritizes transactional keywords over informational ones.

B2B Long Sales Cycle

Builds ad groups around buyer-journey stage (awareness/consideration/decision) with copy calibrated to each, plus negative list for job-seekers and competitors.

Local Service Business

Clusters by service + geo modifier, recommends location extensions and call-only ads, flags tire-kicker keywords (free, DIY, cheap).

Frequently asked questions

How do I use the Google Ads Keyword-to-Copy Matcher prompt?

Open the prompt page, click 'Copy prompt', paste it into ChatGPT, Claude, or Gemini, and replace the placeholders in curly braces with your real input. The prompt is also launchable directly in each model with one click.

Which AI model works best with Google Ads Keyword-to-Copy Matcher?

Can I customize the Google Ads Keyword-to-Copy Matcher prompt for my use case?

Yes — every Promptolis Original is designed to be customized. Key levers: Paste your ACTUAL landing page copy, not a summary. The prompt mirrors page language back into ads — that's what lifts Quality Score.; Include your current CPC if you have it. The prompt uses it to recommend match types (high CPC = tighter exact match; low CPC = phrase + broad).

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Curated by

Atilla Kuruk

Founder of Promptolis & SEO Autopilot. SEO / AEO / GEO specialist. Based in Wetzlar, Germany. Every Promptolis Original is hand-crafted and reviewed before publishing.

Last reviewed on 2026-04-19 · LinkedIn