audience intelligence

Audience Intelligence Formula – Late 2017

SUMMARY: The formula for best-practice audience intelligence work is dynamic, due to rapidly advancing technologies and practices. We also have to take into consideration federal and nation-state regulations which are constantly in flux. As of December 2017, this is a formula for producing a fully enriched audience based on the beginning point of email, social handle, or a conversation snippet from social media, blogs, forums or comment threads on news sites. I might add that the acceleration of AI (Artificial Intelligence) and ML (Machine Learning) is rapidly condensing the steps below. APIs (Application Programming Interface) are being woven together to produce highly sophisticated machinery that blends outputs from various data sources.

 

THE FORMULA (LATE DECEMBER 2017):

STEP 1: Interview the client to determine goals and deliverables. This is important because we want to understand the client’s business and his specific goals related to the research. This is the time to see eye-to-eye with the client and really get to know his/her business from the inside-out.

 

STEP 2: Perform tests using the software below to discover opportunities related to the client’s desires/needs. Most social monitoring/aud intel solutions provide a way to quickly preview “the universe” related to a specific research request. This step is important as part of putting together the proposal for the client.

 

STEP 3: Design the audience intelligence study. Gain approval from the client, sign contracts, receive funding from the client. This is important because the client will want to look over the exact type of deliverable he/she will be receiving, as well as hearing a bit about your approach in putting together the final “data lake” of prospects and, of course, how the insights will be presented.

 

STEP 4: HOW DO PEOPLE DESCRIBE THEMSELVES IN SOCIAL BIOS: We gather a set of social handles where our keywords are in the bio. This from Audiense.com, Affinio, Brandwatch and PeoplePattern primarily, but can also be from using Data-Miner.io in LinkedIn, along with many other sources herein un-named. This is important because self-description by individuals is rather verbose these days..and this is helpful to us in finding our targets. And, where self-description is not verbose, there are clues through company/press/3rd-party descriptions of specific individuals who work for/play at/eat at/drink at/shop at/you-name-it at the locations/venues/places we are studying.

 

STEP 5: WHAT DO PEOPLE TALK ABOUT IN SOCIAL MEDIA/BLOGS/FORUMS: We gather a set of conversation snippets related to our keywords from Brandwatch, Sysomos, Crimson Hexagon and/or Meltwater. This is important because what someone says about an activity/product/service/location/you-name-it contributes towards our understanding of the consumer/customer/competitor’s consumer/customer. In addition, these conversation snippets from social media, forums, blogs, comment threads on news sites form a body of data that we can segment into specific topic groups. These specific topic groups can then be used to form a point of view/set of insights on the target we are studying.

 

STEP 6: SEGMENTING STEP BY MACHINE – TOPIC MODELING APPLIED TO BIOS & CONVERSATION SNIPPETS: We use Converseon’s Conversus tool to perform topic modeling and separate bios and conversation snippets into discreet topics. This is important because this speeds up the analysis of the bios and separates out the bios that matter to us the most. No solution in the world is more accurate and complete in segmenting bios and conversation snippets into discrete topic groups than Converseon’s Conversus. This solution is pure magic and the analysts at Converseon who are using Conversus are second-to-none in their expertise at building out superior insights based upon the use of their in-house solution. It is during this stage where an analyst begins to really gain deep insight into a sets of bios and sets of conversation snippets.

 

STEP 7: SEGMENTING STEP BY ANALYST:  Now, these analysts wade into the output from Converseon’s Conversus and identify the Topic where our targets are present (and any other discovered target – unknown unknowns). This vital step by humans helps us know which Topic groups in Conversus are populated by our target. This is important work that can be recursive, whereby the analyst segments the data using Conversus, reads through the results, and then segments again to refine even more deeply. I might add that this particular step is where the machine will eventually outstrip the analyst. That outstripping of the analyst will take some time to come along, though. For now, on this step, the human continues to be the last mile.

 

STEP 8: RE-STITCHING AFTER SEGMENTING STEPS: Reunify the bios from the “right” Topics in Conversus with the handles in the original source data sheet. This is important because we want to have the correct bio next the correct social handle. We also stitch handles and bios next to discovered conversation snippets at this stage. We find that working in Jupyter notebooks using Python is one of the handiest ways for our teams to work together efficiently on this step.

 

STEP 9: PEOLE PATTERN AUDIENCE INSIGHTS STEP: Upload Twitter AND/OR Instagram handles into PeoplePattern for deeper enrichment of Interests, Location, Age, Persona. This is important because we find out more about each person and we also delineate between Individuals and Organizations. In addition, we move a step closer through PeoplePattern to verifying the “real people”. Finally, we gain insight into the Persona types, Interest groups and lots of other useful info.

 

STEP 10: FULL CONTACT STEP: Use the Full Contact API to append add’l social handles. The value in this particular step is discovering a full name related to the handle AND additional social handles. We also gain bios from various social media handles, thus bulking out our story about an individual.

 

STEP 11: PIPL STEP: We use the PIPL API to gather Email, Phone, Address, other social handles, age, and many other bits of info on individuals. This is important because we will gain additional important information about the individuals that verifies they are “real people”.

 

STEP 12: CRYSTAL STEP: We use the Crystal Knows API to enrich the profiles with DISC personality type, personality overview, messaging guidance, selling guidance. This is important because then we are guiding our client on how best to market, advertise and sell to this individual. We can then group individuals by DISC type, if desired.

 

STEP 13: CLEAN UP ROWS FOR COMPLETION: Stitch together the results from the various APIs and then filter for complete rows. Again, we use Jupyter notebooks and Python for this work, as the teamwork and efficiency is vastly improved. This stage is important because we want every row to have every cell filled with correct & complete data.

 

STEP 14: EXACT DATA STEP: If we want to add an extra step for verification at this point, we run the Exact Data enrichment on the emails/names discovered. This is important because this extra step adds validity to the claim that our audience is full of “real people”.

 

STEP 15: SPOTRIGHT STEP: Upload the social handles into Spotright to gain enrichment of offline Axciom data, such as buying/purchasing styles, net worth, income level, political/religious affiliations, housing info, household complexion info, brand preferences of a specific group uploaded and much much more.

 

STEP 16: INSIGHTS, METHODOLOGIES & RECOMMENDATIONS PDF: Create 3-5 page Summary PDF with insights related to the research. This is important because brand leadership will now have a set of insights about the discovered individuals (our initial data lake of prospects) and, importantly, we can recommend further research steps for successive work together.

 

A Formula for Better Insights on Consumers & Their Emotions

TheSocializers

THE PROBLEM & QUESTION: The Head of Insight at a major CPG brand is trying to figure out why brand equity is falling. A CEO is wondering why sales are dropping. A Senior Analyst is assigned by the Head of Insight with answering these questions.

THE FORMULA FOR ANSWERING THE QUESTION: The Senior Analyst decides to work with social data to discover the reason for falling brand equity. She comes up with the following formula:

A focus group of individual consumers (with a full dossier on each one) + these consumers’ emotions (at the individual level) about a brand or category topic (machine classifies millions of conversation snippets by emotion) + macro insights on each “Emotion Group”, based on offline purchase data AND all known interests of individuals in that group.

THE RESULT: When Heads of Insight/Brand Managers/C-Suite execs can zoom from macro insights about consumers INTO individual level dossiers making up an “Emotion Group” (a group of people expressing a specific emotion about a product/service), they will gain a clearer understanding of the intent and actions of these consumers. They will see when a consumer says, “I hate this product because…” or “I love this product because…”. They will see what characteristics entire groups of consumers who love or hate a specific product share.

THE IDEAL FINAL SCENARIO: Head of Insight to C-Suite execs, “I can see groups of consumers who are excited/disgusted with our product, the statement each consumer made about our product, and dossier-level insight into each individual making up these groups. I can then compare these groups with groups of consumers who are excited/disgusted with our competitor’s product in a nice neat single screen. Now I know why our brand equity is falling and I can make evidence-backed recommendations about our next move.”

Funding your Creative Today!

How To Run a Successful Self-Funded Creative Project

The age of the Creative has fully arrived. We are in times when Creatives have the real possibility of identifying an audience for their work and getting funding from that audience.

Using a combination of creative software, free intelligence solutions and free crowd-funding solutions (here and here), Creatives globally can be up an running within 1-2 months on the creative project of their dreams.

THE VALUE OF COMBINING A TARGETED INTEREST GRAPH WITH A CROWD-FUNDING TOOL: When you identify Key Influencers who are passionate about YOUR niche AND their followers, you will have discovered a fertile field in which to plant your crowdfunding campaign. Why? Because these are YOUR people, the ones who LOVE what you love! When you place a Kickstarter or Indegogo project WITHIN a targeted social footprint chock-full of Passionates, funding and momentum occur that much faster. Your Facebook page is GREAT for family and friends to participate BUT you also need to get this project in front of its tribe!

Following is a simple process for getting going:

1. LEARN: Visit KickStarter and Indegogo. Study the projects that have been funded successfully, read the FAQs and blogs and learn how these easy-to-use crowd-funding solutions work.

2. GATHER: your materials: video, photo, music, text.

3. CREATE a promotional video (this one of the MOST important aspects of successfully funding a crowd-funded project).

4. IDENTIFY YOUR AUDIENCE/FUNDING SOURCE: Once all of your materials are together and are tightly written, edited and scored, it is time to create the interest graph around your offering. An Interest Graph is a term used to describe the tribe of people who are passionate about the content in YOUR creative offering. While the initial funds for any creative project often come from family and friends, it is a great idea to do a little “intelligence gathering” on your potential audience and funders.

How to do intelligence gathering and assemble a tribe:

a. THE AUDIENCE WITH AN AUDIENCE: Go to wefollow.com , Research.ly and listorious.com. Type in keywords related to your niche. In both of these free solutions, lists of key influencers will emerge. Those influencers and their followers are YOUR tribe. They are the ones who will be interested in what you have to offer.

b. STUDY SUCCESS: Go to Amazon.com and Last.fm and study “similar products” or “tracks you might like” to get an idea of how Creatives of your stripe are marketing themselves. Study the successes AND the failures.

c. AGGREGATE THE INFLUENCERS: Create a Twitter account and brand it. This Twitter account should be around YOUR niche interest. Do NOT title it the name of your movie or album. Title it more generically and then follow ALL of the key influencers you discovered in wefollow.com and listorious.com. Their content and their audiences will be a very valuable resource for you in the following ways:

i. – As an idea of what is trending

ii.- As a virtual tribe to “drop” your Kickstarter or Indegogo project into. Once you create your project in one of these two funding solutions, you can announce it into the fabric of this niche social footprint. The way to do this is simply to tweet the video you created with a link to the Kickstarter project.

iii.- Feedback on your offering. You can direct members of this niche tribe to your video and get valuable feedback. Remember, the best part about critics is how they refine a creative offering. The best Critics are actually lovers of Creativity and offer constructive feedback. Even blistering Critics are valuable since these individuals shave away the fluff and help one identify potency. Never fear a Critic. Seek out a Critic and seduce him or her through your offering.

5. CREATE THE CAMPAIGN: After creating the Interest Graph (the GENERIC “social footprint” around a microsite based on that genre), it is time to create the Kickstarter or Indegogo project. Both sites have EXCELLENT instructions and are very easy to use.

6. MARKET THE PROJECT through your interest graph, to family and friends, and on all of your social networks. Let people know about your project with short punchy tweet-length messaging that contains bit.ly or ow.ly links leading back to the video on YouTube and to the crowd-funding solution.

The Value of Audience Intelligence

Gathering intelligence to inspire meaningful and actionable social programs is priceless. ~Brian Solis

To listen well, is as powerful a means of influence as to talk well, and is as essential to all true conversation. ~ Chinese Proverb

The best salespeople are great listeners – that’s how you find out what the buyer wants. ~ Spencer Johnson and Larry Wilson

TARGETED RESEARCH + CREATIVE STRATEGIES = SUCCESSFUL ONLINE MARKETING AND SELLING!

Web monitoring tools offer business developers and marketers CRITICAL INTELLIGENCE on where the major audience(s) for a product/service reside in cyberspace and in the physical world. Audiencecounts.com is a website where a 3-tiered competitive intelligence solution is offered. The solution provides online intelligence in regards to where a client’s major audience (major conversations, major communities and key influencers) currently resides in social media/web properties in an accessible format for the non-technical user.

Whereas there currently exist numerous web monitoring solutions available that offer access to this information, there are few services that offer a SIMPLIFIED version of the intelligence ALONG WITH TARGETED STRATEGIES on how to use the intelligence. We offer a simple final format that has TWO sections:

YOUR AUDIENCE: Where your Audience is (based on keywords submitted by the client). This is presented in a Top 25 format in each category:

In blogs
In social media properties
Web Communities
Key influencers
Largest dicusssions
Largest communities

YOUR STRATEGIES: Strategies for the social web that offer basic preliminary strategy/tactics on: (a) establishing a presence, (b) entering the conversation, (c) becoming a leader in the conversation and (d) monetizing tips. Advanced strategies for specific needs related to your organization.

How does this work?

1. Using keywords and keyphrases, we use a combination of sophisticated social monitoring tools to discover the key influencers, major online communities and highest populated conversations about your product/service/brand.

2. We compile a report of these top audiences for your product/service/brand AND give you strategies for accessing and monetizing these relationships and conversations. Remember, a conversation IS a community AND a selling opportunity. Read more here on the Top 10 Reasons to Listen from Radian6, one of the world’s premier social intelligence solutions.

3. We deliver this report to you for your use.

What do I do with the report and strategies?

The key influencers, major discussions and largest groups/networks identified around your brand/product/service indicate fabulous starting points for getting the word out/participating in the conversation about your offering. The strategies tell you how to do it.