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PPC research: keywords, competitors and the break-even CPC

PPC research in seven steps: keywords, competitors, landing pages and the break-even CPC that tells you what a click can cost before you pay for it.

By , FounderPublished 9 min read

PPC research is the work of checking search demand, customer intent, competitors’ visible ads, landing pages and conversion economics before you launch or change a pay-per-click campaign. PPC means pay per click: you pay when someone clicks your ad.

I count the research as done when it can name the most a click may cost. Every number here is a worked example you can rerun with your own figures.

What should PPC research answer?

PPC research should answer six questions before any money is spent: who to reach, where to reach them, what competitors show, what a click can cost, whether the page keeps the ad’s promise and which result ends the test.

Question Evidence Where to find it
Which customers and products are worth advertising? Margin, stock and sales Your shop and finance data
Which searches or placements reach them? Demand and intent Keyword Planner, search terms report
What do competitors show? Visible ads, prices and offers Ad libraries, Auction insights
What can a click cost? Break-even CPC Contribution per order × conversion rate
Does the page keep the ad’s promise? Price, delivery and next step The landing page on a phone
Which result ends the test? A threshold written in advance Your test hypothesis

Search volume, estimated cost per click (CPC) and competitor activity are clues to these questions. None of them shows that a campaign will be profitable.

PPC research in seven steps
  1. Set the goal and scopePick one outcome, one market and one offer, and note the limits on stock, margin and budget.
  2. Group customer language by intentCollect the words customers use and sort them by the job behind the search: learn, compare, solve or buy.
  3. Research competitors' visible adsRecord what customers see in rival ads and pages, and keep guesses apart from facts.
  4. Check the landing page and offerMake sure the page keeps the ad's promise and can measure the conversion.
  5. Work out the break-even CPCMultiply contribution per order by the expected conversion rate to get the most a click can cost.
  6. Prioritise a small testWrite the hypothesis and its cost threshold before you spend.
  7. Review and update the researchCheck what actually happened against the plan, then expand, refine or stop.

How do you research PPC keywords?

You research PPC keywords by starting from the words customers already use, grouping them by intent, then checking demand in Google Ads Keyword Planner and, once ads run, in the search terms report.

Step 1. Set the business goal and the scope

Choose one primary outcome, such as purchases, qualified leads or booked consultations. Then fix the market, language, period, audience and offer, and record the limits: stock, margin, sales capacity, seasonality and budget.

“Get more traffic” gives the team nothing to judge. A testable brief reads like this: test whether searches for insulated lunch bags bring first-time purchases in the US at an acquisition cost below the product’s contribution before advertising.

Part of the brief Vague Testable
Outcome More traffic First-time purchases
Market Everywhere United States
Products The whole range Insulated lunch bags
Cost ceiling None Below contribution before advertising

Step 2. Group customer language by intent

Start with the words customers use in sales calls, support requests, reviews, site search and existing campaign reports. Group them by the job behind the search instead of treating every phrase as an equal keyword.

For example, the lunch bag searches split into four jobs, and each needs a different ad and page.

Intent Example search What the ad should lead to
Learn how long does an insulated lunch bag keep food cold A guide or product details
Compare insulated lunch bag vs cooler bag A comparison or category page
Solve lunch bag that keeps food cold all day The product that solves it
Buy buy insulated lunch bag The product page with price and delivery

Check demand in Keyword Planner and the search terms report

For Google Search campaigns, Google Ads Keyword Planner suggests terms and gives historical estimates and forecasts.

Use them as planning data, and check location, language, seasonality, match type and the real search results before you build a campaign.

Once campaigns run, the search terms report shows which queries triggered your Search, Shopping or Performance Max ads and how they performed, minus low-volume queries hidden for privacy. Exclude irrelevant intent as negatives, and give promising intent its own test.

A keyword and a search term are different things, and the report only makes sense once you keep them apart.

Keyword Search term
Who chooses it The advertiser The person searching
Where you see it The keywords list The search terms report
What you do with it Set its match type and bid Add it as a keyword or exclude it

How do you research PPC competitors and landing pages?

You research PPC competitors through what a customer can see: their ads, prices, offers, proof and landing pages. Their bids, budgets, targeting and profit stay unknown, whatever a tool suggests.

Step 3. Separate business and search competitors

Business competitors sell similar products; search competitors are whoever advertises on the same query. The two lists often differ.

Business competitor Search competitor
Who it is A brand selling similar products Any advertiser on the same query
Lunch bag example Another lunch bag brand A marketplace or department store
Where you find it Your market knowledge Auction insights and the live results

For each one, note the promise, price, offer and proof, and mark which observations are facts and which are guesses. A visible ad isn’t proof of profit, and copied wording won’t necessarily suit your audience.

Price is the part you can measure product by product. Competitor Prices in Product Metrics compares your products with competitors’ alternatives by style, colour and dimensions you define, without shipping costs.

What each PPC research tool can and can’t tell you

The Google Ads Transparency Center shows ads from verified advertisers, and the Meta Ad Library is a searchable view of ads across Meta. Both show messaging and formats, not bids, budget, click-through rate or return.

For ads shown in the EU, both also list targeting information and how many people saw each ad (Google Ads Help).

In Search, Shopping and Performance Max campaigns, Auction insights compares your visibility with other advertisers in the same auctions (Google Ads Help). Our Auction insights guide shows how to read overlap and outranking share.

Research source Useful for Not proof of
Google Ads Keyword Planner Keyword ideas, search volume estimates, bid ranges and forecasts Exact search volume, actual CPC or campaign results
Search terms report Queries that triggered your own ads Every search in the market, or a competitor’s keywords
Google Ads Auction insights Visibility against advertisers in shared auctions Competitors’ bids, budgets, keywords or profit
Google Ads Transparency Center Public ads from verified advertisers Ad performance or spend
Meta Ad Library Ads shown across Meta services Whether an ad is profitable
Third-party tools such as Semrush and SpyFu Estimated paid keywords and ad history of a domain Actual bids, spend or a competitor’s full keyword list
Your analytics and sales data Whether clicks lead to valuable outcomes Cause and effect, when tracking or test design is weak

Keep the source and date with every note. Platforms estimate with different models, so their numbers aren’t directly comparable.

Step 4. Check the landing page and the offer

A click only pays off when the page meets the visitor’s expectation. Check each promising search theme against this list.

Check What to look for
Clarity The product, price and next step are obvious
Match The page uses the ad’s wording and fits the search intent
Purchase details Shipping, returns, availability and trust signals are easy to find
Mobile The page works on a phone and loads without delay
Measurement Analytics records the conversion you want

Turn what you find into changes to test: a lower price, stronger proof or a clearer delivery promise can matter more than another headline or Shopping product title tweak.

How much can you afford to pay per click?

You can afford to pay up to your break-even CPC: contribution before advertising per order × expected conversion rate. An order that contributes €20 at a 3% conversion rate gives a break-even CPC of €0.60 (€20 × 0.03).

Step 5. Work out the break-even CPC

Contribution before advertising is what an order leaves after product cost, shipping, payment fees and returns, before any ad spend. Revenue alone hides this: two products can sell for the same price and have very different profit margins.

Bar chart of break-even cost per click for an order contributing €20: €0.20 at a 1% conversion rate, €0.40 at 2%, €0.60 at 3%, €0.80 at 4% and €1.00 at 5%. Illustrative data.
Each extra percentage point of conversion rate adds €0.20 to what a click can cost when an order contributes €20.Source: Illustrative data; break-even CPC calculated as contribution per order × conversion rate
Show the data
Break-even CPC by conversion rate, €20 contribution per order
Conversion rateBreak-even CPC
1%€0.20
2%€0.40
3%€0.60
4%€0.80
5%€1.00

The same formula gives the ceiling for any product. Find your row and your expected conversion rate.

Contribution per order 1% 2% 3% 5%
€10 €0.10 €0.20 €0.30 €0.50
€20 €0.20 €0.40 €0.60 €1.00
€30 €0.30 €0.60 €0.90 €1.50
€40 €0.40 €0.80 €1.20 €2.00

Compare that ceiling with your actual CPCs and Keyword Planner’s top-of-page bid range: roughly the 20th to 80th percentile of what advertisers paid in the last 30 days (Google Ads Help). Break-even is the limit, not the target, because the campaign also needs room for uncertainty and overheads.

The Google Ads budget calculator works out that ceiling from order value, margin and conversion rate, and shows how many clicks a daily budget buys per product.

Why can two products with the same ROAS earn different profits?

Two products with the same ROAS earn different profits because ROAS divides revenue by ad spend and ignores what each sale leaves after costs.

For example, products A and B each bring €100 of tracked revenue on €15 of ad spend. Product A contributes €30 before advertising, product B €12.

Product A Product B
Revenue €100.00 €100.00
Contribution before advertising €30.00 €12.00
Ad spend €15.00 €15.00
ROAS 6.67 6.67
POAS 2.0 0.8
Contribution after ad spend €15.00 −€3.00
Bar chart comparing ROAS with break-even ROAS for two products. Product A at a 30% margin: ROAS 6.67 against 3.33 needed. Product B at a 12% margin: ROAS 6.67 against 8.33 needed. Illustrative data.
Both products return a ROAS of 6.67, but product B needs 8.33 to break even, so each of its sales loses money after ad spend.Source: Illustrative data; break-even ROAS calculated as 1 ÷ contribution margin
Show the data
Same ROAS, different break-even
ProductROASBreak-even ROAS
Product A (30% margin)6.673.33
Product B (12% margin)6.678.33

Break-even ROAS is 1 ÷ contribution margin, so product A breaks even at 3.33 and product B at 8.33.

POAS is ROAS × contribution margin, and break-even POAS is 1.0. POAS vs ROAS explains when each one fits, and the break-even ROAS calculator works out the floor per product.

Working this out by hand for hundreds of products doesn’t scale. Product Segmentation checks every product in Google Shopping and Performance Max at once.

It segments each product on ROAS, or on POAS once margins are connected, and writes the segment to a Merchant Center label your campaigns use.

How do you turn PPC research into a test?

Turn PPC research into a test by ranking the opportunities, writing a hypothesis with its cost threshold before you spend, and judging the result against that threshold.

Step 6. Prioritise a small test

Rank opportunities on five criteria, and don’t pick a phrase only because its estimated search volume is large. A smaller, high-intent audience is often the better first test when the offer and page match.

Criterion Question to ask
Relevance Does the search match a product you want to sell?
Intent Is the person ready to compare or buy?
Evidence What supports the opportunity besides volume?
Economics Is the likely CPC below break-even?
Measurability Can you track the conversion reliably?

Write the hypothesis down first: “We expect this query group to produce [conversion] at or below [cost threshold] because [evidence]. We will review [metrics] after [time or volume threshold].”

Keep the test narrow. If you change audiences, ads, landing pages and budgets at once, you can’t tell which change caused the result.

Step 7. Review outcomes and update the research

Once data arrives, compare the real search terms, placements, costs and conversions with your assumptions. Impressions, clicks, click-through rate and CPC diagnose the campaign; orders, qualified leads and contribution after ad spend decide it.

Check that conversion tracking works before you draw conclusions. Use a fixed review period, and allow for conversion delay, low volume and seasonality.

Result Decision
The evidence supports the hypothesis Expand the test
Intent looks promising, the experience is weak Refine the targeting or the page
The economics or audience fit don’t hold up Stop the test

Feed what you learn into the next round of research.

Final thoughts

Keywords and competitors tell you where to look. The break-even CPC tells you whether looking there can pay off in product profit.

Pick one product, work out its break-even CPC, and compare it with Keyword Planner’s top-of-page bid range before you write the first ad.

Written by

, Founder of Product Metrics

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Frequently asked questions.

Can I see what a competitor spends on PPC?

Not from Google's or Meta's public tools. The Ads Transparency Center and Meta Ad Library show ads, and Auction insights shows relative visibility, but none of them shows a competitor's bids, budget or profitability. Third-party spend figures are estimates, not verified spend.

Is PPC research only for Google Ads?

No. PPC research applies to any pay-per-click platform, but the evidence differs: Google Ads and Microsoft Advertising each have their own Keyword Planner and auction insights report, and the Meta Ad Library covers ads on Meta. Keep each platform's estimates separate, because they come from different models.

What is the difference between PPC research and SEO keyword research?

Both study search language and intent, but PPC research plans paid campaigns, including what a click can cost and how often it converts. SEO keyword research plans organic content. Paid demand for a term doesn't make it a good SEO topic, or a profitable ad.

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