Top SEO Companies in Indiana

Researched by:Goodfirms Research TeamUpdated:September 21, 2026

Goodfirms has reviewed 97 SEO Companies in Indiana as of September 2026. The top-ranked firm is Searchbloom (4.9 stars, 94 verified reviews, $100 - $149/hr, founded 2014, Indianapolis). Across the category, the median hourly rate is $25, median client rating is 4.5, and 12% of firms employ 50+ members. Explore the vetted SEO Companies in Indiana below, compare their strengths, and connect with the provider best suited to your requirements.

Goodfirms has verified 97 SEO Companies in Indiana - part of 34,257+ SEO Companies, each passing Goodfirms' 4-step verification process (background check, client interviews, portfolio audit, ongoing quality review). Listings marked "Sponsored" are agencies that pay for premium placement - sponsorship does not affect star ratings or review content.

Top 10 at Glance

Compare the highest-ranked firms first side by side.

Rank
Company
Rating
Reviews
Hourly Rate
Team Size
Founded
Location
Action

List of Best SEO Companies in Indiana

Find a SEO Company Near you
Find a SEO Company Near you
Service
Hourly Rate
Employees
ReviewsAll Companies
Industry
Client Type
  • Searchbloom has earned its place among trusted SEO companies through one consistent focus: search engine optimization services that move revenue, not just rankings. Their professional SEO services cover organic and paid search with methodical precision. Among the best SEO agencies operating in the performance-first segment, ... read Searchbloom reviews & insights

    $100 - $149/hr
    10 - 49
    2014
    Indianapolis, United States
    They put our company’s interests first and acted like it was their own product. - Özge Oğuz
    Visit Website
  • SEOTonic Web Solutions PVT. LTD. is an SEO agency delivering performance-driven search optimization and digital marketing solutions to businesses worldwide. Founded in 2006, the company specializes in SEO, PPC, social media marketing, SEM, and online branding. Its experienced team develops customized, data-driven strategies designed to ... read SEOTonic Web Solutions PVT. LTD. reviews & insights

    < $25/hr
    10 - 49
    2005
    Indianapolis, United States
    With their support, I've been able to exceed my SEO goals and leverage their expertise - Social Media Excuctive
    Visit Website
  • Post your project. Get proposals from PRO-verified firms.

    Goodfirms recommends the top 3. You pick the winner.

  • Founded in 2011, Tempesta Media is a leading performance-based provider of content, social, and influencer marketing solutions that drive revenue for businesses. Our managed service brings together our cutting-edge technology with our world-class expertise and industry knowledge to drive leads and revenue for B2B companies. ... read Tempesta Media reviews & insights

    NA
    10 - 49
    2011
    Michigan City, United States
    Our partnership with Tempesta Media allowed us to produce large volumes of insightful content across industry verticals – allowing us to focus on other areas of our business. - Communications Manager
  • Circle City Digital is a local Indianapolis Web Design Company that specializes in all things digital. Not only do we provide top-notch custom website design but we also pride ourselves in our digital strategy development and search engine marketing. Our team of experts has a ... read Circle City Digital reviews & insights

    $100 - $149/hr
    2 - 9
    2019
    Indianapolis, United States
    great company to work with - Owner Operator Business Analyst
  • Who We Are With years of experience and a passion for digital excellence, Mediaura stands out as a results-driven agency. Our team of experts specializes in crafting tailored digital marketing strategies that elevate your online presence and maximize ROI. What We Do We offer a ... read Mediaura reviews & insights

    $150 - $199/hr
    10 - 49
    2003
    Jeffersonville, United States
    Happy Feet loves Mediaura - President and Owner Happy Feet
  • Colorwhistle is a ecommerce website development services company in India which helps you to reach all over the world.ColorWhistle provide a wide variety of digital services including api development services, wordpress website design services, branding, digital marketing and much more. Our team has a wide ... read ColorWhistle reviews & insights

    < $25/hr
    10 - 49
    2012
    Kokomo, United States
    Appreciable work - Evelyn
  • Using AI Tools

    • ClaudeClaude

    Digital Agency Marketing is a leader in digital agency marketing and advertising. With an extensive track record spanning more than 15 years, we have built a solid reputation for being effective, efficient, and dependable when it comes to finding marketing solutions to fit your business’s needs. At Digital Agency Marketing, we provide multiple services like ... read Digital Agency Marketing reviews & insights

    NA
    50 - 249
    2012
    New Albany, United States

    Why Digital Agency Marketing?

    • Proven Strategies That Drive Real Growth
    • Complete Digital Marketing Solutions
    • rusted Experts Focused on Your Success
  • Using AI Tools

    • ClaudeClaude

    247 Manufacturing Marketing is a specialized digital marketing agency dedicated to helping manufacturers attract qualified leads, increase sales opportunities, and achieve sustainable business growth. With a deep understanding of the manufacturing industry, we develop customized marketing strategies that connect companies with decision-makers, engineers, procurement teams, and buyers actively searching for their products and services.Our expertise ... read 247 Manufacturing Marketing reviews & insights

    $25 - $49/hr
    2 - 9
    2026
    New Albany, United States

    Why 247 Manufacturing Marketing?

    • Manufacturing Marketing Experts
    • Qualified Leads That Convert
    • ROI-Focused Growth Strategies
  • DeveloperTown works with established companies to create software aimed at key business problems or opportunities. Leveraging years of experience designing, developing, and launching products for early stage companies, we help our clients move like a startup to take calculated risks, uncover hidden opportunities, and deliver ... read DeveloperTown reviews & insights

    $150 - $199/hr
    50 - 249
    2010
    Indianapolis, United States
    True partners at every step - Strategic Advisor (Enterprise & Mid-Market Teams)
  • MarketWise Solutions is a full service marketing firm with a different approach. Our clients refer to our approach as an "engineering-like approach to marketing." What this means is that we see marketing as a logical step-by-step process of creating awareness, establishing credibility, being found, generating leads, qualifying leads, creating sales, and producing profits. Everything we ... read MarketWise Solutions reviews & insights

    < $25/hr
    2 - 9
    Indianapolis, United States
  • Our mission is simple: We help others grow. When we consider the success of others, how often do we find ourselves in awe of the “self-made” man or woman—the individual we look up to who’s made a tremendous amount of wealth and achieved so much seemingly all by themselves. This is a lie. Every single ... read DemandWell reviews & insights

    NA
    2 - 9
    2019
    Indianapolis, United States
  • Using AI Tools

    • ClaudeClaude

    I&J Agency is a premium digital marketing agency built exclusively for landscaping, hardscaping, irrigation, outdoor living, and related outdoor service companies throughout the United States.We help contractors generate more qualified leads, strengthen their online presence, and outperform competitors through high-performance website design, local SEO, Google Business Profile optimization, conversion optimization, marketing automation, analytics, and long-term ... read IJ Agency reviews & insights

    $50 - $99/hr
    2 - 9
    2026
    Indianapolis, United States

    Why IJ Agency?

    • Exclusive Landscaping Industry Specialists
    • Built to Generate More Qualified Leads
    • Long-Term Growth, Not Short-Term Marketing
  • Media Choice is more than just a media house. These are relationships, experience and a holistic approach to the needs of our partners. In our daily work, we combine competences in media planning and creating marketing communication strategies, all based on in-depth analysis and experience from everyday work for brands from various industries.

    < $25/hr
    10 - 49
    2013
    Poland, United States
  • Be the most relevant answer to the questions people are asking! Relevance Based Marketing is a personalized approach that utilizes user data to provide tailored experiences that meet the unique needs and preferences of your audience.

    $50 - $99/hr
    2 - 9
    2022
    Indianapolis, United States
  • Indianapolis, Indiana is where Indyweb.net calls home. At Indyweb.net, we value our customers. More importantly, our customers value us. Our most loyal customers are those that have had an unsatisfactory experience with other companies and have allowed us to either repair or re-design their website, custom build them a computer or service their computers. They ... read Indyweb.net reviews & insights

    < $25/hr
    2 - 9
    Indianapolis, United States
  • Using AI Tools

    • ClaudeClaude

    Marketing1on1 is a highly motivated, fast growing company with a team of in online and digital . Our team of marketing professionals always evolving and eager to approach marketing strategies with a fresh mindset. In current economy many have found that a move to the internet is exactly what they needed to get their business ... read Marketing 1on1 reviews & insights

    < $25/hr
    2 - 9
    2012
    Indianapolis, United States

    Why Marketing 1on1?

    • Customized marketing strategies
    • Full-service digital marketing expertise
    • Experience with businesses of all sizes
  • Lori Gagen, owner and designer, brings over 30 years of experience in manufacturing, retail, and nonprofit sectors in a variety of disciplines to help small businesses launch or enhance their websites and overall digital presence. Free consultations and very affordable rates for most projects - from troubleshooting to designing brand new websites and claiming and ... read Catchy Creations reviews & insights

    NA
    2 - 9
    2021
    Albion, United States
  • TopFire Media is a full-service franchise marketing and public relations agency based in the United States, specializing in helping emerging and established franchise brands generate qualified leads, strengthen their market presence, and achieve sustainable growth. Founded in 2013, the company combines franchise-industry expertise with digital marketing, public relations, and lead-generation capabilities to provide integrated marketing ... read TopFire Media reviews & insights

    $150 - $199/hr
    10 - 49
    2012
    Munster, United States
  • We are a team of website designers and it's our goal to be the first in the market to bring you innovative products at competitive prices without compromising quality and reliability. We've designed a model that we hope will give business owners more value for ... read Yarseo reviews & insights

    < $25/hr
    2 - 9
    2012
    Indianapolis, United States
    Do NOT trust this company, they will take your hanging - Chairman
  • The Internet is changing everything about how we conduct business, connect with people, and even the way that we get our most basic needs met. Every commodity from housing to food to entertainment is found in the online marketplace and the world has decided that convenience is a top priority for where they spend their ... read Great Scott SEO reviews & insights

    $25 - $49/hr
    Freelancer
    Valparaiso, United States
  • Yes, we have all of the Google certifications and numerous others. But that’s table stakes.Our clients prefer us because they can trust us to spend their money like it’s our money, and find all of the low-hanging fruit available within each digital landscape.

    NA
    10 - 49
    Fishers, United States
  • At Goddard Strategies, our mission is to craft and execute innovative growth strategies that simplify challenges, unlock potential, and drive measurable success for our partners. We are dedicated to creating solutions that help businesses not only thrive but sustain long-term growth.Our vision is to be the premier partner for businesses aiming to elevate their growth ... read Goddard Strategies reviews & insights

    $100 - $149/hr
    10 - 49
    2015
    Noblesville, United States
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude
    • PerplexityPerplexity

    Broadcastwell is an AI search visibility agency for B2B software companies. We run a ten-question, four-engine audit of what ChatGPT, Claude, Perplexity and Google AI Overviews say about a category, then do the entity, content and placement work that changes the answer, and re-score every month. Our research is published openly with a DOI, and ... read Broadcastwell LLC reviews & insights

    NA
    10 - 49
    2026
    Bloomington, United States

    Why Broadcastwell LLC?

    • Ten buyer questions, four engines, 120 answers
    • Research volumes with DOIs and open datasets
    • Month four not invoiced if the count does not move
  • Technology is what we do, but it’s not who we are. Our passion lies in helping business owners realize their potential by understanding their needs and translating their unique vision to growth online. Since 1996, we’ve built our business on a foundation of personalized service and customer care. From Ecommerce design & development to consulting ... read Glendale Designs reviews & insights

    < $25/hr
    10 - 49
    1996
    Indianapolis, United States
  • BA3® Digital Marketing is a top-rated Indianapolis SEO company and full-service digital marketing agency that empowers businesses across the USA, especially in Indianapolis, Fishers, Carmel, Noblesville, Lawrence, Greenwood, and Plainfield. As a trusted SEO company and experienced Indianapolis SEO agency, we provide premium SEO services to boost search rankings, drive high-quality traffic, and enhance customer ... read BA3® Digital Marketing reviews & insights

    NA
    10 - 49
    2021
    Fishers, United States
  • As experienced, industry-active marketing professionals we want to help you grow. We can build your responsive website, write creative copy, capture carefully-selected images and create professionally-produced videos. We will assist you in developing the right message & campaign, help with your social media profiles and expedite Search Engine Optimization on your site. You point in ... read Momentum Marketing Consultants LLC reviews & insights

    < $25/hr
    2 - 9
    2014
    Elkhart, United States
  • We are a full scale online marketing and advertising agency that has over 30+ years of experience. Our team is based out of Indianapolis, Indiana.

    $50 - $99/hr
    2 - 9
    2015
    Indianapolis, United States
  • We’re a strategic marketing firm dedicated to getting business results for our clients. You can spend a small fortune on marketing activities like branding, web development, content creation or digital marketing. But if you’re delivering the wrong message in the wrong form to the wrong people — the return on any marketing investment will never ... read White Hot Marketing reviews & insights

    NA
    10 - 49
    Indianapolis, United States
  • More than an agency: Oppilo is your full service digital marketing solution provider. Oppilo is more than an agency, we are a business partner. Local Partner: We tell you exactly how you measure up against you local competitors and build custom solutions to win in your market. Transparency: A partner doesn't lie. We provide solutions ... read Oppilo Marketing reviews & insights

    NA
    2 - 9
    Indianapolis, United States
  • Every business owner or executive wants their initiatives to be efficient and solve their problems. Nothing great was ever accomplished without discipline and dedication. Our approach to managing your marketing programs consists of four stages. We formulate, create, launch and measure our results to ensure you’re making the highest use of your precious marketing resources. ... read Media Fuel reviews & insights

    NA
    10 - 49
    Fishers, United States
  • Metro Printed Products offers printing, packaging, promotional items, marketing campaigns and ecommerce solutions, making us the One Source for all your brand marketing and graphic communications needs. We are a leading provider of graphic communications solutions in North America. Printing Services – Catalogs, direct mail, directories, packaging, presentation folders, large format posters and banners and ... read Metro Printed Products reviews & insights

    NA
    10 - 49
    1989
    Greenwood, United States
  • We use the term “performance marketing” when we talk about our focus on customer acquisition. We don’t believe marketing is performing until it delivers a definite, consistent flow of new business for you. Until your marketing efforts achieve that predictable flow, your marketing spend is not as accountable as it should be. At Valve+Meter, we ... read Valve+Meter reviews & insights

    NA
    10 - 49
    2017
    Indianapolis, United States
  • Inspire Marketing is a B2B marketing and sales acceleration firm that helps you achieve measurable revenue results. Our goal is to make sure that every marketing strategy, tactic, and activity has a specific and measurable objective. In a world where most agencies focus on activities, we seek to achieve better outcomes. So before you hire ... read Inspire Marketing reviews & insights

    NA
    2 - 9
    2010
    Cedar Lake, United States
  • Marketpath, Inc. is a leading provider of web design, development and on-demand Web Content Management Solutions that allow for fast and easy management of websites for non-technical and technical users. Marketpath's Software as a Service (SaaS) platform makes updating websites simple, while improving website visibility and search rankings, converting visitors into customers, and reducing cost. ... read Market Path reviews & insights

    NA
    2 - 9
    2001
    Indianapolis, United States
  • We are a digital marketing agency that has been helping our partners grow their marketing ROI since 2010. As a family owned company, our ties in media and marketing have been around since 1952. We take those same core values of family owned and pass them on to our clients to be an extension of ... read Federated Digital Solutions reviews & insights

    NA
    2 - 9
    Mishawaka, United States
  • Claymore employs an Investment Marketing approach. This strategy treats marketing efforts as significant investments, delivering performance, reports and insights that align with the metrics and expectations of PE firms. Investment Marketing integrates financial principles and rigorous data analysis to maximize the ROI of marketing activities, emphasizing long-term value creation and strategic growth. Built by Private ... read Claymore Partners reviews & insights

    $200 - $300/hr
    10 - 49
    2025
    New Albany, United States
  • At Made 4U Marketing, we believe every business has a story worth sharing — and we’re here to make sure yours shines. Our mission is simple: to help brands stand out, connect with the right audience, and grow with confidence. We specialize in creating bold, results-driven marketing strategies designed around your unique goals. Whether it’s ... read Made 4U Marketing reviews & insights

    NA
    2 - 9
    2025
    Shelbyville, United States
  • Although we are a fairly new marketing agency we do have an experienced and professional team in place. We are a full stack marketing agency that specializes in the home services industry such as HVAC and plumbing companies. We can handle all of your digital marketing needs from local SEO, Reputation maganement, email marketing, social ... read JLF Marketing Solutions reviews & insights

    NA
    Freelancer
    2025
    Bedford, United States

    Why JLF Marketing Solutions ?

    • Client first approach & transparency
    • High quality & scalable solutions
    • Fair pricing models for our services
  • We are a U.S.-based insurance back-office services provider, specializing in policy processing, claims administration, customer support outsourcing, data entry, and document management for carriers and MGAs. With scalable solutions, compliant operations, and SLA-driven performance, we help insurers streamline workflows and reduce costs.

    NA
    50 - 249
    2019
    Fort Wayne, United States

    Why imash insure?

    • Trusted U.S. Insurance Outsourcing
    • Cost Efficient Back Office Experts
    • Customer Care That Builds Loyalty
  • The mission of Marketing Pro Lab is to provide results-oriented strategies to meet our clients objectives by providing strong marketing concepts and excelling at customer service.

    < $25/hr
    2 - 9
    2018
    Plainfield, United States
  • We are a digital marketing agency that is focused on driving valuable conversions and optimizing content to reach maximum potential. Our clients appreciate working with a digital marketing agency that has an experienced management team that knows how to grow businesses with the power of digital marketing. We value clients of all sizes and all ... read Polaris Marketing & Design reviews & insights

    $50 - $99/hr
    2 - 9
    2016
    Noblesville, United States
  • Salesforce Marketing Cloud and Salesforce Pardot for B2B Marketing are cutting-edge Digital Marketing platforms that help you innovate your Marketing efforts. They give you the power to create unique marketing experiences that focus on building deep customer relationships. Gain valuable insights on marketing campaigns and easily identify which ones are actually working.

    NA
    10 - 49
    2012
    Carmel, United States
  • As a small, local web design and digital marketing company in Northwest Indiana, Elegrit Web Design & Development provides a level of personalized service that is difficult for many of our bigger competitors to achieve. Since 2015, we have worked with small businesses and entrepreneurs in Northwest Indiana, Chicago, Seattle and all across the US ... read Elegri Web Design & Development reviews & insights

    $50 - $99/hr
    2 - 9
    2015
    Hammond, United States
  • Our marketing services are designed to eliminate confusion, cultivate engagement & shatter your bottom line.Get back to business with our suite of managed solutions. Click on a card to learn more.We saw how complicated, expensive, & frustrating marketing can be. There are so many moving parts to your digital marketing campaigns. We focus on creating ... read The Virtual Marketing Directors reviews & insights

    $25 - $49/hr
    2 - 9
    Carmel, United States
  • Discover the perfect symmetry in your digital era with Nossta Concepts. At Nossta Concepts Digital Agency we specialize in Digital Brand Design, Web Development,and Marketing. We devise a winning plan so that your business is successful online.

    $100 - $149/hr
    2 - 9
    2012
    Fort Wayne, United States
  • Infinite Ville is a modern, results-driven digital agency specializing in web design, UI/UX development, SEO, branding, and complete digital solutions. We help businesses build powerful online identities through clean design, strategic user experiences, and high-performance websites engineered for growth. At Infinite Ville, we believe a website is more than just a design — it’s your ... read Infinite Ville reviews & insights

    < $25/hr
    50 - 249
    2024
    South Bend, United States
  • Congdon Web has been a leading provider of full service website hosting services since 1999. Businesses have been relying on our reliable network and the best customer service available in the hosting industry to support their online presence. Congdon Web has a complete offering of services that include: Website and email hosting services Website design ... read Congdon Web reviews & insights

    < $25/hr
    2 - 9
    1999
    Indianapolis, United States
  • DataMine is an Internet Marketing provider that services the client in real time, with cost effective solutions. We have over 100 years in combined experience concerning Internet Marketing (Web Development, Hosting, Managed Email Services, SEO & Graphic Design Services) We have created over 500 Websites and currently Host & Manage over 400 We Donate at ... read DataMine reviews & insights

    < $25/hr
    2 - 9
    Gary, United States

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Where the firms are.

Bubble size shows how many firms each country has; colour shows its average hourly rate. Tap any country for its firm count, average rate, rating, and Value Score.

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All cities ranked by Value Score.

Every city in scope, ranked by Value Score.

CityFirmsAvg RateAvg RatingValue ScoreAction
USMichigan City2$25/hr581View firms
USKokomo3$31/hr580View firms
USValparaiso5$31/hr-70View firms
USGary1$25/hr-69View firms
USCarmel4$31/hr-69View firms
USPoland1$25/hr-69View firms
USElkhart1$25/hr-69View firms
USPlainfield1$25/hr-69View firms
USSouth Bend1$25/hr-69View firms
USN. Albany1$25/hr-69View firms
USWashington1$37/hr-65View firms
USIndianapolis42$68/hr4.261View firms
USFishers4$75/hr-52View firms
USHammond1$75/hr-50View firms
USKnightstown1$75/hr-50View firms
USFort Wayne6$88/hr-48View firms
USNoblesville3$92/hr-45View firms
USJeffersonville1$175/hr542View firms
USBloomington2$125/hr-32View firms
USEvansville2--13View firms
USWest Lafayette1$175/hr-11View firms
USMunster1$175/hr-11View firms
USGreenwood1--8View firms
USCedar Lake1--8View firms
USAlbion1--8View firms
USDyer1--8View firms
USMishawaka1--8View firms
USShelbyville1--8View firms
USBedford1--8View firms
USNew Albany5$196/hr-6View firms
USMichigan City
2 firms$25/hr5
Value Score81 / 100
USKokomo
3 firms$31/hr5
Value Score80 / 100
USValparaiso
5 firms$31/hr
Value Score70 / 100
USGary
1 firms$25/hr
Value Score69 / 100
USCarmel
4 firms$31/hr
Value Score69 / 100
USPoland
1 firms$25/hr
Value Score69 / 100
USElkhart
1 firms$25/hr
Value Score69 / 100
USPlainfield
1 firms$25/hr
Value Score69 / 100
USSouth Bend
1 firms$25/hr
Value Score69 / 100
USN. Albany
1 firms$25/hr
Value Score69 / 100
USWashington
1 firms$37/hr
Value Score65 / 100
USIndianapolis
42 firms$68/hr4.2
Value Score61 / 100
USFishers
4 firms$75/hr
Value Score52 / 100
USHammond
1 firms$75/hr
Value Score50 / 100
USKnightstown
1 firms$75/hr
Value Score50 / 100
USFort Wayne
6 firms$88/hr
Value Score48 / 100
USNoblesville
3 firms$92/hr
Value Score45 / 100
USJeffersonville
1 firms$175/hr5
Value Score42 / 100
USBloomington
2 firms$125/hr
Value Score32 / 100
USEvansville
2 firms
Value Score13 / 100
USWest Lafayette
1 firms$175/hr
Value Score11 / 100
USMunster
1 firms$175/hr
Value Score11 / 100
USGreenwood
1 firms
Value Score8 / 100
USCedar Lake
1 firms
Value Score8 / 100
USAlbion
1 firms
Value Score8 / 100
USDyer
1 firms
Value Score8 / 100
USMishawaka
1 firms
Value Score8 / 100
USShelbyville
1 firms
Value Score8 / 100
USBedford
1 firms
Value Score8 / 100
USNew Albany
5 firms$196/hr
Value Score6 / 100

Match by work-hour overlap with your team.

Cost matters - but so does being able to actually talk to your developer during your workday. Here are the best destinations for each major hub.

If you're in US (PT/ET)Recommended

Look for nearshore LATAM partners - same-day collaboration, similar time zones, and 50-60% cost savings vs domestic.

MXMexico~7h overlap
ARArgentina~6h overlap
BRBrazil~5h overlap
CACanada~8h overlap
If you're in Europe (CET/GMT)Recommended

Eastern Europe is your sweet spot - 1-2h time zone shift, EU GDPR alignment, and 40-50% lower rates than Western Europe.

PLPoland~8h overlap
UAUkraine~7h overlap
RORomania~7h overlap
ZASouth Africa~8h overlap

How firms are placed on the matrix

Every position on this chart is the output of the Goodfirms ranking algorithm - a weighted composite of signals across two axes. The algorithm is recomputed regularly and is fully documented.

Sponsorship does not affect placement. PRO members receive visible badges and ad placements, but their algorithmic scores are calculated identically to free listings.

Read the full methodology
Algorithm at a glance
1
X-axis (Core Competencies): Service Focus Ratio + Portfolio Depth + Quality + Experience
2
Y-axis (360-Performance): Client Reviews + Market Presence + Goodfirms Score
3
Missing signals are excluded from a firm's score, not substituted with defaults - weights redistribute across remaining inputs
4
Recency decay over the last 18 months keeps stale reviews from dominating
5
Eligibility floor: ≥ 1 published review in this category scope

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