universo-virtual.com

buytrendz.net

thisforall.net

benchpressgains.com

qthzb.com

mindhunter9.com

dwjqp1.com

secure-signup.net

ahaayy.com

soxtry.com

tressesindia.com

puresybian.com

krpano-chs.com

cre8workshop.com

hdkino.org

peixun021.com

qz786.com

utahperformingartscenter.org

maw-pr.com

zaaksen.com

ypxsptbfd7.com

worldqrmconference.com

shangyuwh.com

eejssdfsdfdfjsd.com

playminecraftfreeonline.com

trekvietnamtour.com

your-business-articles.com

essaywritingservice10.com

hindusamaaj.com

joggingvideo.com

wandercoups.com

onlinenewsofindia.com

worldgraphic-team.com

bnsrz.com

wormblaster.net

tongchengchuyange0004.com

internetknowing.com

breachurch.com

peachesnginburlesque.com

dataarchitectoo.com

clientfunnelformula.com

30pps.com

cherylroll.com

ks2252.com

webmanicura.com

osostore.com

softsmob.com

sofietsshotel.com

facetorch.com

nylawyerreview.com

apapromotions.com

shareparelli.com

goeaglepointe.com

thegreenmanpubphuket.com

karotorossian.com

publicsensor.com

taiwandefence.com

epcsur.com

odskc.com

inzziln.info

leaiiln.info

cq-oa.com

dqtianshun.com

southstills.com

tvtv98.com

thewellington-hotel.com

bccaipiao.com

colectoresindustrialesgs.com

shenanddcg.com

capriartfilmfestival.com

replicabreitlingsale.com

thaiamarinnewtoncorner.com

gkmcww.com

mbnkbj.com

andrewbrennandesign.com

cod54.com

luobinzhang.com

bartoysdirect.com

taquerialoscompadresdc.com

aaoodln.info

amcckln.info

drvrnln.info

dwabmln.info

fcsjoln.info

hlonxln.info

kcmeiln.info

kplrrln.info

fatcatoons.com

91guoys.com

signupforfreehosting.com

faithfirst.net

zjyc28.com

tongchengjinyeyouyue0004.com

nhuan6.com

oldgardensflowers.com

lightupthefloor.com

bahamamamas-stjohns.com

ly2818.com

905onthebay.com

fonemenu.com

notanothermovie.com

ukrainehighclassescort.com

meincmagazine.com

av-5858.com

yallerdawg.com

donkeythemovie.com

corporatehospitalitygroup.com

boboyy88.com

miteinander-lernen.com

dannayconsulting.com

officialtomsshoesoutletstore.com

forsale-amoxil-amoxicillin.net

generictadalafil-canada.net

guitarlessonseastlondon.com

lesliesrestaurants.com

mattyno9.com

nri-homeloans.com

rtgvisas-qatar.com

salbutamolventolinonline.net

sportsinjuries.info

topsedu.xyz

xmxm7.com

x332.xyz

sportstrainingblog.com

autopartspares.com

readguy.net

soniasegreto.com

bobbygdavis.com

wedsna.com

rgkntk.com

bkkmarketplace.com

zxqcwx.com

breakupprogram.com

boxcardc.com

unblockyoutubeindonesia.com

fabulousbookmark.com

beat-the.com

guatemala-sailfishing-vacations-charters.com

magie-marketing.com

kingstonliteracy.com

guitaraffinity.com

eurelookinggoodapparel.com

howtolosecheekfat.net

marioncma.org

oliviadavismusic.com

shantelcampbellrealestate.com

shopleborn13.com

topindiafree.com

v-visitors.net

qazwsxedcokmijn.com

parabis.net

terriesandelin.com

luxuryhomme.com

studyexpanse.com

ronoom.com

djjky.com

053hh.com

originbluei.com

baucishotel.com

33kkn.com

intrinsiqresearch.com

mariaescort-kiev.com

mymaguk.com

sponsored4u.com

crimsonclass.com

bataillenavale.com

searchtile.com

ze-stribrnych-struh.com

zenithalhype.com

modalpkv.com

bouisset-lafforgue.com

useupload.com

37r.net

autoankauf-muenster.com

bantinbongda.net

bilgius.com

brabustermagazine.com

indigrow.org

miicrosofts.net

mysmiletravel.com

selinasims.com

spellcubesapp.com

usa-faction.com

snn01.com

hope-kelley.com

bancodeprofissionais.com

zjccp99.com

liturgycreator.com

weedsmj.com

majorelenco.com

colcollect.com

androidnews-jp.com

hypoallergenicdogsnames.com

dailyupdatez.com

foodphotographyreviews.com

cricutcom-setup.com

chprowebdesign.com

katyrealty-kanepa.com

tasramar.com

bilgipinari.org

four-am.com

indiarepublicday.com

inquick-enbooks.com

iracmpi.com

kakaschoenen.com

lsm99flash.com

nana1255.com

ngen-niagara.com

technwzs.com

virtualonlinecasino1345.com

wallpapertop.net

nova-click.com

abeautifulcrazylife.com

diggmobile.com

denochemexicana.com

eventhalfkg.com

medcon-taiwan.com

life-himawari.com

myriamshomes.com

nightmarevue.com

allstarsru.com

bestofthebuckeyestate.com

bestofthefirststate.com

bestwireless7.com

declarationintermittent.com

findhereall.com

jingyou888.com

lsm99deal.com

lsm99galaxy.com

moozatech.com

nuagh.com

patliyo.com

philomenamagikz.net

rckouba.net

saturnunipessoallda.com

tallahasseefrolics.com

thematurehardcore.net

totalenvironment-inthatquietearth.com

velislavakaymakanova.com

vermontenergetic.com

sizam-design.com

kakakpintar.com

begorgeouslady.com

1800birks4u.com

2wheelstogo.com

6strip4you.com

bigdata-world.net

emailandco.net

gacapal.com

jharpost.com

krishnaastro.com

lsm99credit.com

mascalzonicampani.com

sitemapxml.org

thecityslums.net

topagh.com

flairnetwebdesign.com

bangkaeair.com

beneventocoupon.com

noternet.org

oqtive.com

smilebrightrx.com

decollage-etiquette.com

1millionbestdownloads.com

7658.info

bidbass.com

devlopworldtech.com

digitalmarketingrajkot.com

fluginfo.net

naqlafshk.com

passion-decouverte.com

playsirius.com

spacceleratorintl.com

stikyballs.com

top10way.com

yokidsyogurt.com

zszyhl.com

16firthcrescent.com

abogadolaboralistamd.com

apk2wap.com

aromacremeria.com

banparacard.com

bosmanraws.com

businessproviderblog.com

caltonosa.com

calvaryrevivalchurch.org

chastenedsoulwithabrokenheart.com

cheminotsgardcevennes.com

cooksspot.com

cqxzpt.com

deesywig.com

deltacartoonmaps.com

despixelsetdeshommes.com

duocoracaobrasileiro.com

fareshopbd.com

goodpainspills.com

kobisitecdn.com

makaigoods.com

mgs1454.com

piccadillyresidences.com

radiolaondafresca.com

rubendorf.com

searchengineimprov.com

sellmyhrvahome.com

shugahouseessentials.com

sonihullquad.com

subtractkilos.com

valeriekelmansky.com

vipasdigitalmarketing.com

voolivrerj.com

zeelonggroup.com

1015southrockhill.com

10x10b.com

111-online-casinos.com

191cb.com

3665arpentunitd.com

aitesonics.com

bag-shokunin.com

brightotech.com

communication-digitale-services.com

covoakland.org

dariaprimapack.com

freefortniteaccountss.com

gatebizglobal.com

global1entertainmentnews.com

greatytene.com

hiroshiwakita.com

iktodaypk.com

jahatsakong.com

meadowbrookgolfgroup.com

newsbharati.net

platinumstudiosdesign.com

slotxogamesplay.com

strikestaruk.com

trucosdefortnite.com

ufabetrune.com

weddedtowhitmore.com

12940brycecanyonunitb.com

1311dietrichoaks.com

2monarchtraceunit303.com

601legendhill.com

850elaine.com

adieusolasomade.com

andora-ke.com

bestslotxogames.com

cannagomcallen.com

endlesslyhot.com

iestpjva.com

ouqprint.com

pwmaplefest.com

qtylmr.com

rb88betting.com

buscadogues.com

1007macfm.com

born-wild.com

growthinvests.com

promocode-casino.com

proyectogalgoargentina.com

wbthompson-art.com

whitemountainwheels.com

7thavehvl.com

developmethis.com

funkydogbowties.com

travelodgegrandjunction.com

gao-town.com

globalmarketsuite.com

blogshippo.com

hdbka.com

proboards67.com

outletonline-michaelkors.com

kalkis-research.com

thuthuatit.net

buckcash.com

hollistercanada.com

docterror.com

asadart.com

vmayke.org

erwincomputers.com

dirimart.org

okkii.com

loteriasdecehegin.com

mountanalog.com

healingtaobritain.com

ttxmonitor.com

bamthemes.com

nwordpress.com

11bolabonanza.com

avgo.top

Conveying keyword insights to non-SEOs: A visual approach - SEO
Monday, April 21, 2025
spot_img

Top 5 This Week

Related Posts

Conveying keyword insights to non-SEOs: A visual approach

Explaining keyword research to those unfamiliar with SEO to gain support can be challenging.

Stakeholders often find it difficult to grasp the value of SEO, and at the same time, SEOs struggle to communicate the benefits and contributions effectively.

Fortunately, there are strategies available for SEOs to bridge this gap by employing their keyword research more strategically and effectively. 

This article explores a visual approach for effectively communicating keyword research insights with stakeholders outside the search industry. 

Leveraging unique visuals

Non-SEO-savvy stakeholders may not know much about search keywords but likely understand general marketing concepts like the marketing funnel and audience segments.

You can use this understanding to explore keywords more deeply and create strategies that align with these broader marketing terms.

One critical yet frequently overlooked element here is search intent

You can group keywords based on intent and create a bubble chart to visually represent the position of each keyword cluster within the marketing funnel, like the chart below.

Keyword intent clustersKeyword intent clusters

The chart clearly shows the content needed to help searchers at each level of the marketing funnel. Overall, it reveals the necessary content for different stages of the funnel.

But it’s not just limited to that; you can also narrow it down to specific topics or subsets of keywords. This allows for a detailed analysis and a better understanding of the specific types of content needed for each topic.

Taking the above keyword intent visualization and drilling into the “all-weather tires” cluster shows that “Awareness” content should be produced to target these keyword clusters. Unlocking this insight means SEOs can match the searchers’ expectations.

Keyword intent clusters - AwarenessKeyword intent clusters - Awareness

This visualization shows how certain keywords help users move through the marketing funnel, and there are more actions you can take to optimize it further.

Companies often use audience personas or segments in broader marketing efforts. Integrating this knowledge is vital for effective communication, especially with stakeholders focused on paid search, as they commonly associate keywords with audience segments.

Likewise, by utilizing ChatGPT, SEOs can categorize keyword topics based on audience personas, resulting in a visual representation like the one below:

Categorized keyword topics based on audience personasCategorized keyword topics based on audience personas

This chart displays the size of various topics and indicates which audience segments are most likely to engage with content related to those topics.

With these visuals, you are in a stronger position to develop more effective content strategies and enhance your communication with stakeholders outside the search domain.

Get the daily newsletter search marketers rely on.


See terms.


How to build the visuals

The effectiveness of these two visuals is undeniable, though they require additional effort to develop.

Keyword intent cluster

SEOs can use various approaches to build keyword intent clusters, but I’ll outline the most straightforward and effective method.

To begin, we need more than just keyword data and search volume to craft this visual. Specifically, it will require top 10 organic listings and a keyword intent score.

A keyword intent score can be calculated through various means. I suggest you use a tool you can access that supplies keyword intent. 

When creating my own visuals, I used the DataForSEO API and assigned a score for each SERP feature that appeared on a SERP, then calculated the average score for each keyword. 

This can also be accomplished in a tool like Semrush by transforming the categorical keyword intents into a numerical scale. 

When assigning a value for each intent, select a minimum value representing transactional intent and a maximum value representing informational intent. A blended intent can also be calculated by assigning a value between two intents. 

We can create the intent clusters now that a numerical value has been established for keyword intent. 

By gathering page 1 organic listings data, we leverage Google’s intelligence to create more accurate and relevant keyword clusters.

To create the clusters, compile the organic listings for a keyword into a list and compare it to another keyword list, keeping track of the number of similar pages appearing in each list. 

Upon completing this analysis, we will be in a position to construct a similarity matrix for all the keywords, identical to the example provided below:

keyword matrixkeyword matrix

Next, create the clusters and aggregate all of their associated metrics. Through my experimentation, I discovered that establishing a threshold at 4 or 5 similar URLs resulted in the most cohesive clustering.

Once all keyword clusters have been aggregated along with their metrics, it’s time to assemble a bubble chart. The data at this point should closely align with the below:

aggregated keyword clustersaggregated keyword clusters

Each cluster in the bubble chart should ideally start with a value of 0 on the x-axis unless you are in the process of fine-tuning the visual to reduce bubble overlap. 

I advise initializing all clusters at 0 and making necessary adjustments to the data once the bubble chart has been generated. 

This fine-tuning step is crucial. Without it, the visual can become unclear and difficult to comprehend. To see the impact of this step, compare the examples below.

fine-tuning funnel visualsfine-tuning funnel visuals

After fine-tuning, the visual is complete and ready to help communicate the value of specific keywords to stakeholders outside the search domain.

Associate topic clusters with audience personas

If you can access your company’s audience personas or segments, use this information to better align with stakeholders.

Integrating topic clusters with audience personas offers insight into the content that targets each audience within a business. These insights enable SEOs to identify content gaps and potential areas for improvement, equipping them with the necessary data to communicate more strategically.

A quick analysis of the chart below clearly reveals that the business is not effectively engaging with “Emma.” Consequently, when determining the direction for future content creation, they might utilize this insight as a valid reason to devise content that resonates more with “Emma.”

Associate topic clusters with audience personasAssociate topic clusters with audience personas

Similar to the keyword intent cluster visualization, there are various ways to create this chart. I’ll share the simplest method I’ve found.

Start by giving ChatGPT your audience personas and asking it to summarize each. This helps make sure that ChatGPT really understands them. 

Here is an example prompt:

When creating this prompt, provide ChatGPT with comprehensive details about each persona. This helps it establish the best understanding of the audience personas possible, which can be verified through the summaries. 

After confirming that it has an accurate grasp of the personas, proceed by uploading the list of keyword topics that require categorization.

If all goes well, ChatGPT should generate a table for you that is separated by commas and resembles the following structure:

Topic clustering per audience persona with ChatGPTTopic clustering per audience persona with ChatGPT

Next, simply transfer the output to Excel and utilize the “Text to Columns” feature to split the data effectively.

Once the data has been collected, convert the audiences’ names into values for the bubble chart. So, this is to say that Brittany will now be represented by the number four on the y-axis. 

For topics assigned to two or more audiences, take the average of the audience number.

An example is the topic “fuel efficiency,” which was categorized for John and Emma, so it was assigned 2.5 as an audience value. 

After gathering all necessary data, transform the audience names into numerical values for the bubble chart. 

To illustrate, Brittany will be represented as the number four on the y-axis. For topics assigned to two or more audiences, calculate the mean of the audience numbers.

Take, for instance, the topic “fuel efficiency,” attributed to both John and Emma, resulting in an assigned audience value of 2.5.

Subsequently, count the number of subjects assigned to each audience and allocate a numerical value to each topic, indicating its position on the x-axis. The data should closely resemble the example below:

Topics with assigned numerical valuesTopics with assigned numerical values

After gathering all necessary data, SEOs can create a bubble graph using Excel.

They can enhance the graph by incorporating additional visual elements, such as background images or gradients, to delineate segments for each target audience clearly.

Visualizing complex SEO concepts for effective stakeholder communication

Bridging the gap between SEO concepts and stakeholder understanding is challenging but crucial. 

With keyword intent clusters and audience persona charts, SEOs have a streamlined and visual way to convey complex concepts. 

Using the visual aids discussed in this article, you can approach stakeholders with more strategic content insights that align with familiar concepts. 


Contributing authors are invited to create content for Search Engine Land and are chosen for their expertise and contribution to the search community. Our contributors work under the oversight of the editorial staff and contributions are checked for quality and relevance to our readers. The opinions they express are their own.


Popular Articles